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| <h2 title="Uses of Interface org.apache.ignite.ml.math.primitives.vector.Vector" class="title">Uses of Interface<br>org.apache.ignite.ml.math.primitives.vector.Vector</h2> |
| </div> |
| <div class="classUseContainer"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.clustering.kmeans">org.apache.ignite.ml.clustering.kmeans</a></td> |
| <td class="colLast"> |
| <div class="block">Contains kMeans clustering algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition">org.apache.ignite.ml.composition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes for ensemble of models implementation.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting">org.apache.ignite.ml.composition.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gradient Boosting regression and classification abstract classes |
| allowing regressor type selecting in child classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting.convergence">org.apache.ignite.ml.composition.boosting.convergence</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains implementation of convergency checking algorithms for gradient boosting.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting.convergence.mean">org.apache.ignite.ml.composition.boosting.convergence.mean</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of convergence checking computer by mean of absolute value of errors in dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting.convergence.median">org.apache.ignite.ml.composition.boosting.convergence.median</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of convergence checking computer by median of medians of errors in dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting.convergence.simple">org.apache.ignite.ml.composition.boosting.convergence.simple</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of Stub for convergence checking.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset">org.apache.ignite.ml.dataset</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for machine learning dataset classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.bootstrapping">org.apache.ignite.ml.dataset.impl.bootstrapping</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for bootstrapped implementation of machine learning dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.primitive">org.apache.ignite.ml.dataset.primitive</a></td> |
| <td class="colLast"> |
| <div class="block">Package that contains basic primitives build on top of <a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.primitive.builder.data">org.apache.ignite.ml.dataset.primitive.builder.data</a></td> |
| <td class="colLast"> |
| <div class="block">Contains partition <code>data</code> builders.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.environment.logging">org.apache.ignite.ml.environment.logging</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains several logging strategy realisations.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for ANN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.classification">org.apache.ignite.ml.knn.classification</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.regression">org.apache.ignite.ml.knn.regression</a></td> |
| <td class="colLast"> |
| <div class="block">Contains helper classes for kNN regression algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math">org.apache.ignite.ml.math</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for matrix/vector algebra.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.distances">org.apache.ignite.ml.math.distances</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for distances.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.functions">org.apache.ignite.ml.math.functions</a></td> |
| <td class="colLast"> |
| <div class="block">Contains serializable functions for distributed code algebra.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.primitives.matrix">org.apache.ignite.ml.math.primitives.matrix</a></td> |
| <td class="colLast"> |
| <div class="block">Contains matrix related classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.primitives.matrix.impl">org.apache.ignite.ml.math.primitives.matrix.impl</a></td> |
| <td class="colLast"> |
| <div class="block">Contains several matrix implementations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.primitives.vector">org.apache.ignite.ml.math.primitives.vector</a></td> |
| <td class="colLast"> |
| <div class="block">Contains vector related classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.primitives.vector.impl">org.apache.ignite.ml.math.primitives.vector.impl</a></td> |
| <td class="colLast"> |
| <div class="block">Contains several vector implementations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.util">org.apache.ignite.ml.math.util</a></td> |
| <td class="colLast"> |
| <div class="block">Some math utils.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.nn">org.apache.ignite.ml.nn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains neural networks and related classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.nn.initializers">org.apache.ignite.ml.nn.initializers</a></td> |
| <td class="colLast"> |
| <div class="block">Contains multilayer perceptron parameters initializers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.optimization">org.apache.ignite.ml.optimization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementations of optimization algorithms and related classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.optimization.updatecalculators">org.apache.ignite.ml.optimization.updatecalculators</a></td> |
| <td class="colLast"> |
| <div class="block">Contains update calculators.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.pipeline">org.apache.ignite.ml.pipeline</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Pipeline API.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.binarization">org.apache.ignite.ml.preprocessing.binarization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains binarization preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.onehotencoder">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a></td> |
| <td class="colLast"> |
| <div class="block">Contains one hot encoding preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.stringencoder">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a></td> |
| <td class="colLast"> |
| <div class="block">Contains string encoding preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.imputing">org.apache.ignite.ml.preprocessing.imputing</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Imputer preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.maxabsscaling">org.apache.ignite.ml.preprocessing.maxabsscaling</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Max Abs Scaler preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.minmaxscaling">org.apache.ignite.ml.preprocessing.minmaxscaling</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Min Max Scaler preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.normalization">org.apache.ignite.ml.preprocessing.normalization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Normalizer preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.linear">org.apache.ignite.ml.regressions.linear</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various linear regressions.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic.binomial">org.apache.ignite.ml.regressions.logistic.binomial</a></td> |
| <td class="colLast"> |
| <div class="block">Contains binomial logistic regression.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic.multiclass">org.apache.ignite.ml.regressions.logistic.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains multi-class logistic regression.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.cv">org.apache.ignite.ml.selection.cv</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for cross-validation algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.cursor">org.apache.ignite.ml.selection.scoring.cursor</a></td> |
| <td class="colLast"> |
| <div class="block">Util classes used for score calculation.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator">org.apache.ignite.ml.selection.scoring.evaluator</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.structures">org.apache.ignite.ml.structures</a></td> |
| <td class="colLast"> |
| <div class="block">Contains some internal utility structures.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.structures.partition">org.apache.ignite.ml.structures.partition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains internal APIs for dataset partitioned labeled datasets.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td> |
| <td class="colLast"> |
| <div class="block">Contains model trainers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree">org.apache.ignite.ml.tree</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.boosting">org.apache.ignite.ml.tree.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of gradient boosting on trees.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.data">org.apache.ignite.ml.tree.data</a></td> |
| <td class="colLast"> |
| <div class="block">Contains data and data builder required for decision tree trainers built on top of partition based dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.impurity">org.apache.ignite.ml.tree.impurity</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision tree impurity measures and calculators.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest">org.apache.ignite.ml.tree.randomforest</a></td> |
| <td class="colLast"> |
| <div class="block">Contains random forest implementation classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest.data">org.apache.ignite.ml.tree.randomforest.data</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains helper data structures for random forest implementation.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.kmeans"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">KMeansModelFormat.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModelFormat.html#getCenters--">getCenters</a></span>()</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">KMeansModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html#getCenters--">getCenters</a></span>()</code> |
| <div class="block">Get centers of clusters.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KMeansModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Predict closest center index for a given vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KMeansTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KMeansTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansTrainer.html#updateModel-org.apache.ignite.ml.clustering.kmeans.KMeansModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html#KMeansModel-org.apache.ignite.ml.math.primitives.vector.Vector:A-org.apache.ignite.ml.math.distances.DistanceMeasure-">KMeansModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>[] centers, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> distanceMeasure)</code> |
| <div class="block">Construct KMeans model with given centers and distanceMeasure measure.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModelFormat.html#KMeansModelFormat-org.apache.ignite.ml.math.primitives.vector.Vector:A-org.apache.ignite.ml.math.distances.DistanceMeasure-">KMeansModelFormat</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>[] centers, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> distance)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> that return types with arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">BaggingModelTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/BaggingModelTrainer.html#buildDatasetTrainerForModel--">buildDatasetTrainerForModel</a></span>()</code> |
| <div class="block">Creates trainer specific to ensemble.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelOnFeaturesSubspace.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/ModelOnFeaturesSubspace.html#getMdl--">getMdl</a></span>()</code> |
| <div class="block">Returns model.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsComposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#getModels--">getModels</a></span>()</code> |
| <div class="block">Returns containing models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsCompositionFormat.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#models--">models</a></span>()</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsComposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features)</code> |
| <div class="block">Applies containing models to features and aggregate them to one prediction.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelOnFeaturesSubspace.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/ModelOnFeaturesSubspace.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features)</code> |
| <div class="block">Projects features vector to subspace in according to mapping and apply model to it.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BaggingModelTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/BaggingModelTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BaggingModelTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/BaggingModelTrainer.html#updateModel-org.apache.ignite.ml.composition.ModelsComposition-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Learn new models on dataset and create new Compositions over them and already learned models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#ModelsComposition-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsComposition</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><? extends <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> models, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> predictionsAggregator)</code> |
| <div class="block">Constructs a new instance of composition of models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#ModelsCompositionFormat-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsCompositionFormat</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> models, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> predictionsAggregator)</code> |
| <div class="block">Creates an instance of ModelsCompositionFormat.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#baseMdlTrainerBuilder">baseMdlTrainerBuilder</a></span></code> |
| <div class="block">Base model trainer builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> that return types with arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#buildBaseModelTrainer--">buildBaseModelTrainer</a></span>()</code> |
| <div class="block">Returns regressor model trainer for one step of GDB.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#initLearningState-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-">initLearningState</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate)</code> |
| <div class="block">Restores state of already learned model if can and sets learning parameters according to this state.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#learnModels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">learnModels</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Implementation of gradient boosting iterations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then |
| trainer updates model in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.GDBModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features)</code> |
| <div class="block">Applies containing models to features and aggregate them to one prediction.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <V,K> <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiTuple.html" title="class in org.apache.ignite.lang">IgniteBiTuple</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#computeInitialValue-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">computeInitialValue</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Compute mean value of label as first approximation.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <V,K> boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBBinaryClassifierTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBBinaryClassifierTrainer.html#learnLabels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">learnLabels</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lExtractor)</code> |
| <div class="block">Defines unique labels in dataset if need (useful in case of classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <V,K> boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBRegressionTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBRegressionTrainer.html#learnLabels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">learnLabels</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lExtractor)</code> |
| <div class="block">Defines unique labels in dataset if need (useful in case of classification).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <V,K> boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#learnLabels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">learnLabels</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lExtractor)</code> |
| <div class="block">Defines unique labels in dataset if need (useful in case of classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#learnModels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">learnModels</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Implementation of gradient boosting iterations.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then |
| trainer updates model in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#updateModel-org.apache.ignite.ml.composition.ModelsComposition-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">GDBLearningStrategy</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withBaseModelTrainerBuilder-org.apache.ignite.ml.math.functions.IgniteSupplier-">withBaseModelTrainerBuilder</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> buildBaseMdlTrainer)</code> |
| <div class="block">Sets base model builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html#GDBModel-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.WeightedPredictionsAggregator-org.apache.ignite.ml.math.functions.IgniteFunction-">GDBModel</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><? extends <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> models, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/WeightedPredictionsAggregator.html" title="class in org.apache.ignite.ml.composition.predictionsaggregator">WeightedPredictionsAggregator</a> predictionsAggregator, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> internalToExternalLblMapping)</code> |
| <div class="block">Creates an instance of GDBModel.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">ConvergenceChecker.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html#computeError-org.apache.ignite.ml.math.primitives.vector.Vector-java.lang.Double-org.apache.ignite.ml.composition.ModelsComposition-">computeError</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a> answer, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a> currMdl)</code> |
| <div class="block">Compute error for the specific vector of dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>abstract <K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConvergenceCheckerFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceCheckerFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">create</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html#ConvergenceChecker-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-double-">ConvergenceChecker</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor, |
| double precision)</code> |
| <div class="block">Constructs an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence.mean"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.mean</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.mean</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MeanAbsValueConvergenceCheckerFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceCheckerFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">create</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.mean</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html#MeanAbsValueConvergenceChecker-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-double-">MeanAbsValueConvergenceChecker</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor, |
| double precision)</code> |
| <div class="block">Creates an intance of MeanAbsValueConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence.median"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.median</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.median</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MedianOfMedianConvergenceCheckerFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceCheckerFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">create</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.median</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html#MedianOfMedianConvergenceChecker-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-double-">MedianOfMedianConvergenceChecker</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lblMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> fExtr, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtr, |
| double precision)</code> |
| <div class="block">Creates an instance of MedianOfMedianConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence.simple"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.simple</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.simple</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConvergenceCheckerStubFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStubFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">create</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.simple</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html#ConvergenceCheckerStub-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">ConvergenceCheckerStub</a></span>(long sampleSize, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Creates an intance of ConvergenceCheckerStub.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and |
| <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and |
| <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-java.util.Map-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleDataset</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| int partitions, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-java.util.Map-int-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleDataset</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| int partitions, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and |
| <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleLabeledDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleLabeledDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleLabeledDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleLabeledDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-java.util.Map-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleLabeledDataset</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| int partitions, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-java.util.Map-int-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">createSimpleLabeledDataset</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| int partitions, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.bootstrapping"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedVector.html#BootstrappedVector-org.apache.ignite.ml.math.primitives.vector.Vector-double-int:A-">BootstrappedVector</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features, |
| double lb, |
| int[] counters)</code> |
| <div class="block">Creates an instance of BootstrappedVector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html#BootstrappedDatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-double-">BootstrappedDatasetBuilder</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor, |
| int samplesCnt, |
| double subsampleSize)</code> |
| <div class="block">Creates an instance of BootstrappedDatasetBuilder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/package-summary.html">org.apache.ignite.ml.dataset.primitive</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/package-summary.html">org.apache.ignite.ml.dataset.primitive</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html#FeatureMatrixWithLabelsOnHeapDataBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">FeatureMatrixWithLabelsOnHeapDataBuilder</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Constructs a new instance of decision tree data builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive.builder.data"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.data</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.data</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html#SimpleDatasetDataBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">SimpleDatasetDataBuilder</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html" title="type parameter in SimpleDatasetDataBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html" title="type parameter in SimpleDatasetDataBuilder">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor)</code> |
| <div class="block">Construct a new instance of partition <code>data</code> builder that makes <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html#SimpleLabeledDatasetDataBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">SimpleLabeledDatasetDataBuilder</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">V</a>,double[]> lbExtractor)</code> |
| <div class="block">Constructs a new instance of partition <code>data</code> builder that makes <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.environment.logging"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConsoleLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/ConsoleLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">CustomMLLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/CustomMLLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">NoOpLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/NoOpLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/MLLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConsoleLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/ConsoleLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">CustomMLLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/CustomMLLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">NoOpLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/NoOpLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLLogger.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/environment/logging/MLLogger.html#log-org.apache.ignite.ml.math.primitives.vector.Vector-">log</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Log vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="http://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getDistances-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.structures.LabeledVectorSet-">getDistances</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v, |
| <a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>> trainingData)</code> |
| <div class="block">Computes distances between given vector and each vector in training dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/KNNUtils.html#buildDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">buildDataset</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Builds dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.ann"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ANNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</code></td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ANNClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ANNClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.html#updateModel-org.apache.ignite.ml.knn.ann.ANNClassificationModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.classification"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</code></td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html#findKNearestNeighbors-org.apache.ignite.ml.math.primitives.vector.Vector-">findKNearestNeighbors</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</code> |
| <div class="block">The main idea is calculation all distance pairs between given vector and all vectors in training set, sorting |
| them and finding k vectors with min distance with the given vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationTrainer.html#updateModel-org.apache.ignite.ml.knn.classification.KNNClassificationModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.regression"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNRegressionModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</code></td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionModel.html" title="class in org.apache.ignite.ml.knn.regression">KNNRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNRegressionTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionModel.html" title="class in org.apache.ignite.ml.knn.regression">KNNRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNRegressionTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionTrainer.html#updateModel-org.apache.ignite.ml.knn.regression.KNNRegressionModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionModel.html" title="class in org.apache.ignite.ml.knn.regression">KNNRegressionModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/package-summary.html">org.apache.ignite.ml.math</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/package-summary.html">org.apache.ignite.ml.math</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#asAscii-org.apache.ignite.ml.math.primitives.vector.Vector-java.lang.String-boolean-">asAscii</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> fmt, |
| boolean showMeta)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Blas.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Blas.html#axpy-java.lang.Double-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">axpy</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> x, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> y)</code> |
| <div class="block">Performs y += a * x</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Blas.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Blas.html#checkCardinality-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.vector.Vector-">checkCardinality</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</code> |
| <div class="block">Checks if Matrix A can be multiplied by vector v, if not CardinalityException is thrown.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Blas.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Blas.html#copy-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">copy</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> x, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> y)</code> |
| <div class="block">Copies Vector x into Vector y.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Blas.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Blas.html#dot-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">dot</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> x, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> y)</code> |
| <div class="block">Returns dot product of vectors x and y.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Blas.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Blas.html#gemv-double-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.vector.Vector-double-org.apache.ignite.ml.math.primitives.vector.Vector-">gemv</a></span>(double alpha, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> x, |
| double beta, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> y)</code> |
| <div class="block">y := alpha * A * x + beta * y.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#saveAsCsv-org.apache.ignite.ml.math.primitives.vector.Vector-java.lang.String-java.lang.String-">saveAsCsv</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> fmt, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> filePath)</code> |
| <div class="block">Saves given vector as CSV file.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Blas.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Blas.html#scal-java.lang.Double-org.apache.ignite.ml.math.primitives.vector.Vector-">scal</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> x)</code> |
| <div class="block">Performs in-place multiplication of vector x by a real scalar a.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showAscii-org.apache.ignite.ml.math.primitives.vector.Vector-">showAscii</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showAscii-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.IgniteLogger-">showAscii</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/IgniteLogger.html" title="interface in org.apache.ignite">IgniteLogger</a> log)</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showAscii-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.IgniteLogger-java.lang.String-">showAscii</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/IgniteLogger.html" title="interface in org.apache.ignite">IgniteLogger</a> log, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> fmt)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showAscii-org.apache.ignite.ml.math.primitives.vector.Vector-java.lang.String-">showAscii</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> fmt)</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showHtml-org.apache.ignite.ml.math.primitives.vector.Vector-">showHtml</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Shows given vector in the browser with D3-based visualization.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showHtml-org.apache.ignite.ml.math.primitives.vector.Vector-boolean-">showHtml</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| boolean useAsciiFallback)</code> |
| <div class="block">Shows given vector in the browser with D3-based visualization.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showHtml-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.Tracer.ColorMapper-">showHtml</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.ColorMapper.html" title="interface in org.apache.ignite.ml.math">Tracer.ColorMapper</a> cm)</code> |
| <div class="block">Shows given vector in the browser with D3-based visualization.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.html#showHtml-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.Tracer.ColorMapper-boolean-">showHtml</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/Tracer.ColorMapper.html" title="interface in org.apache.ignite.ml.math">Tracer.ColorMapper</a> cm, |
| boolean useAsciiFallback)</code> |
| <div class="block">Shows given vector in the browser with D3-based visualization.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.distances"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/distances/package-summary.html">org.apache.ignite.ml.math.distances</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/distances/package-summary.html">org.apache.ignite.ml.math.distances</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">HammingDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/HammingDistance.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-double:A-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| double[] b)</code> |
| <div class="block">Compute the distance between n-dimensional vector and n-dimensional array.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">ManhattanDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/ManhattanDistance.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-double:A-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| double[] b)</code> |
| <div class="block">Compute the distance between n-dimensional vector and n-dimensional array.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">EuclideanDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/EuclideanDistance.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-double:A-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| double[] b)</code> |
| <div class="block">Compute the distance between n-dimensional vector and n-dimensional array.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">DistanceMeasure.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-double:A-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| double[] b)</code> |
| <div class="block">Compute the distance between n-dimensional vector and n-dimensional array.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">HammingDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/HammingDistance.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> b)</code> |
| <div class="block">Compute the distance between two n-dimensional vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">ManhattanDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/ManhattanDistance.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> b)</code> |
| <div class="block">Compute the distance between two n-dimensional vectors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">EuclideanDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/EuclideanDistance.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> b)</code> |
| <div class="block">Compute the distance between two n-dimensional vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">DistanceMeasure.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html#compute-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">compute</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> a, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> b)</code> |
| <div class="block">Compute the distance between two n-dimensional vectors.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.functions"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/functions/package-summary.html">org.apache.ignite.ml.math.functions</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/functions/package-summary.html">org.apache.ignite.ml.math.functions</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteDifferentiableVectorToDoubleFunction.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html#differential-org.apache.ignite.ml.math.primitives.vector.Vector-">differential</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> pnt)</code> |
| <div class="block">Get function differential at a given point.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/functions/package-summary.html">org.apache.ignite.ml.math.functions</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteDifferentiableVectorToDoubleFunction.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html#differential-org.apache.ignite.ml.math.primitives.vector.Vector-">differential</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> pnt)</code> |
| <div class="block">Get function differential at a given point.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.primitives.matrix"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/package-summary.html">org.apache.ignite.ml.math.primitives.matrix</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/package-summary.html">org.apache.ignite.ml.math.primitives.matrix</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#foldColumns-org.apache.ignite.ml.math.functions.IgniteFunction-">foldColumns</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all columns in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#foldColumns-org.apache.ignite.ml.math.functions.IgniteFunction-">foldColumns</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all columns in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#foldRows-org.apache.ignite.ml.math.functions.IgniteFunction-">foldRows</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all rows in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#foldRows-org.apache.ignite.ml.math.functions.IgniteFunction-">foldRows</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all rows in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#getCol-int-">getCol</a></span>(int col)</code> |
| <div class="block">Get a specific row from matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#getCol-int-">getCol</a></span>(int col)</code> |
| <div class="block">Get a specific row from matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#getRow-int-">getRow</a></span>(int row)</code> |
| <div class="block">Get a specific row from matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#getRow-int-">getRow</a></span>(int row)</code> |
| <div class="block">Get a specific row from matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#likeVector-int-">likeVector</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of compatible properties (similar or the same flavor) to this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#viewColumn-int-">viewColumn</a></span>(int col)</code> |
| <div class="block">Creates new view into matrix column .</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#viewColumn-int-">viewColumn</a></span>(int col)</code> |
| <div class="block">Creates new view into matrix column .</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#viewDiagonal--">viewDiagonal</a></span>()</code> |
| <div class="block">Creates new view into matrix diagonal.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#viewDiagonal--">viewDiagonal</a></span>()</code> |
| <div class="block">Creates new view into matrix diagonal.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#viewRow-int-">viewRow</a></span>(int row)</code> |
| <div class="block">Creates new view into matrix row.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#viewRow-int-">viewRow</a></span>(int row)</code> |
| <div class="block">Creates new view into matrix row.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/package-summary.html">org.apache.ignite.ml.math.primitives.matrix</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#assignColumn-int-org.apache.ignite.ml.math.primitives.vector.Vector-">assignColumn</a></span>(int col, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Assigns values from given vector to the specified column in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#assignColumn-int-org.apache.ignite.ml.math.primitives.vector.Vector-">assignColumn</a></span>(int col, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Assigns values from given vector to the specified column in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#assignRow-int-org.apache.ignite.ml.math.primitives.vector.Vector-">assignRow</a></span>(int row, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Assigns values from given vector to the specified row in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#assignRow-int-org.apache.ignite.ml.math.primitives.vector.Vector-">assignRow</a></span>(int row, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Assigns values from given vector to the specified row in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/package-summary.html">org.apache.ignite.ml.math.primitives.matrix</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#foldColumns-org.apache.ignite.ml.math.functions.IgniteFunction-">foldColumns</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all columns in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#foldColumns-org.apache.ignite.ml.math.functions.IgniteFunction-">foldColumns</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all columns in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#foldRows-org.apache.ignite.ml.math.functions.IgniteFunction-">foldRows</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all rows in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#foldRows-org.apache.ignite.ml.math.functions.IgniteFunction-">foldRows</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all rows in this matrix.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.primitives.matrix.impl"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/package-summary.html">org.apache.ignite.ml.math.primitives.matrix.impl</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/package-summary.html">org.apache.ignite.ml.math.primitives.matrix.impl</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ViewMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/ViewMatrix.html#likeVector-int-">likeVector</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of compatible properties (similar or the same flavor) to this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SparseMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/SparseMatrix.html#likeVector-int-">likeVector</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of compatible properties (similar or the same flavor) to this matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DenseMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/DenseMatrix.html#likeVector-int-">likeVector</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of compatible properties (similar or the same flavor) to this matrix.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.primitives.vector"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/package-summary.html">org.apache.ignite.ml.math.primitives.vector</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/package-summary.html">org.apache.ignite.ml.math.primitives.vector</a> that implement <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html" title="class in org.apache.ignite.ml.math.primitives.vector">AbstractVector</a></span></code> |
| <div class="block">This class provides a helper implementation of the <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a> |
| interface to minimize the effort required to implement it.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/package-summary.html">org.apache.ignite.ml.math.primitives.vector</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#assign-double-">assign</a></span>(double val)</code> |
| <div class="block">Assigns given value to all elements of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#assign-double-">assign</a></span>(double val)</code> |
| <div class="block">Assigns given value to all elements of this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#assign-double:A-">assign</a></span>(double[] vals)</code> |
| <div class="block">Assigns values from given array to this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#assign-double:A-">assign</a></span>(double[] vals)</code> |
| <div class="block">Assigns values from given array to this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#assign-java.util.function.IntToDoubleFunction-">assign</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/IntToDoubleFunction.html?is-external=true" title="class or interface in java.util.function">IntToDoubleFunction</a> fun)</code> |
| <div class="block">Assigns each vector element to the value generated by given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#assign-java.util.function.IntToDoubleFunction-">assign</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/IntToDoubleFunction.html?is-external=true" title="class or interface in java.util.function">IntToDoubleFunction</a> fun)</code> |
| <div class="block">Assigns each vector element to the value generated by given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#assign-org.apache.ignite.ml.math.primitives.vector.Vector-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Copies values from the argument vector to this one.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#assign-org.apache.ignite.ml.math.primitives.vector.Vector-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Copies values from the argument vector to this one.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#copy--">copy</a></span>()</code> |
| <div class="block">Creates new copy of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#copy--">copy</a></span>()</code> |
| <div class="block">Creates new copy of this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#copyPart-org.apache.ignite.ml.math.primitives.vector.Vector-int-int-">copyPart</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v, |
| int off, |
| int len)</code> |
| <div class="block">Get copy of part of given length of given vector starting from given offset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#divide-double-">divide</a></span>(double x)</code> |
| <div class="block">Creates new vector containing values from this vector divided by the argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#divide-double-">divide</a></span>(double x)</code> |
| <div class="block">Creates new vector containing values from this vector divided by the argument.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#elementWiseMinus-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">elementWiseMinus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec2)</code> |
| <div class="block">Performs in-place vector subtraction.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#elementWiseTimes-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">elementWiseTimes</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec2)</code> |
| <div class="block">Performs in-place vector multiplication.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#increment-int-double-">increment</a></span>(int idx, |
| double val)</code> |
| <div class="block">Increments value at given index.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#increment-int-double-">increment</a></span>(int idx, |
| double val)</code> |
| <div class="block">Increments value at given index.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#incrementX-int-double-">incrementX</a></span>(int idx, |
| double val)</code> |
| <div class="block">Increments value at given index without checking for index boundaries.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#incrementX-int-double-">incrementX</a></span>(int idx, |
| double val)</code> |
| <div class="block">Increments value at given index without checking for index boundaries.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#like-int-">like</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of the same underlying class but of different cardinality.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#logNormalize--">logNormalize</a></span>()</code> |
| <div class="block">Creates new vector containing the <code>log(1 + entry) / L_2 norm</code> values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#logNormalize--">logNormalize</a></span>()</code> |
| <div class="block">Creates new vector containing the <code>log(1 + entry) / L_2 norm</code> values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#logNormalize-double-">logNormalize</a></span>(double power)</code> |
| <div class="block">Creates new vector with a normalized value calculated as <code>log_power(1 + entry) / L_power norm</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#logNormalize-double-">logNormalize</a></span>(double power)</code> |
| <div class="block">Creates new vector with a normalized value calculated as <code>log_power(1 + entry) / L_power norm</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#map-org.apache.ignite.ml.math.functions.IgniteBiFunction-double-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun, |
| double y)</code> |
| <div class="block">Maps all elements of this vector by applying given function to each element with a constant |
| second parameter <code>y</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#map-org.apache.ignite.ml.math.functions.IgniteBiFunction-double-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun, |
| double y)</code> |
| <div class="block">Maps all elements of this vector by applying given function to each element with a constant |
| second parameter <code>y</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#map-org.apache.ignite.ml.math.functions.IgniteDoubleFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDoubleFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#map-org.apache.ignite.ml.math.functions.IgniteDoubleFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDoubleFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#map-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#map-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#minus-org.apache.ignite.ml.math.primitives.vector.Vector-">minus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element difference between this vector and the argument one.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#minus-org.apache.ignite.ml.math.primitives.vector.Vector-">minus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element difference between this vector and the argument one.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#normalize--">normalize</a></span>()</code> |
| <div class="block">Creates new vector containing the normalized (L_2 norm) values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#normalize--">normalize</a></span>()</code> |
| <div class="block">Creates new vector containing the normalized (L_2 norm) values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#normalize-double-">normalize</a></span>(double power)</code> |
| <div class="block">Creates new vector containing the normalized (L_power norm) values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#normalize-double-">normalize</a></span>(double power)</code> |
| <div class="block">Creates new vector containing the normalized (L_power norm) values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#num2Vec-int-int-">num2Vec</a></span>(int num, |
| int vecSize)</code> |
| <div class="block">Turn number into a local Vector of given size with one-hot encoding.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#num2Vec-int-int-boolean-">num2Vec</a></span>(int num, |
| int vecSize, |
| boolean isDistributed)</code> |
| <div class="block">Turn number into Vector of given size with one-hot encoding.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#of-double...-">of</a></span>(double... values)</code> |
| <div class="block">Creates dense local on heap vector based on array of doubles.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#of-java.lang.Double:A-">of</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>[] values)</code> |
| <div class="block">Creates vector based on array of Doubles.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#plus-double-">plus</a></span>(double x)</code> |
| <div class="block">Creates new vector containing sum of each element in this vector and argument.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#plus-double-">plus</a></span>(double x)</code> |
| <div class="block">Creates new vector containing sum of each element in this vector and argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#plus-org.apache.ignite.ml.math.primitives.vector.Vector-">plus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element sum from both vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#plus-org.apache.ignite.ml.math.primitives.vector.Vector-">plus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element sum from both vectors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#set-int-double-">set</a></span>(int idx, |
| double val)</code> |
| <div class="block">Sets value.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#set-int-double-">set</a></span>(int idx, |
| double val)</code> |
| <div class="block">Sets value.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#setX-int-double-">setX</a></span>(int idx, |
| double val)</code> |
| <div class="block">Sets value without checking for index boundaries.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#setX-int-double-">setX</a></span>(int idx, |
| double val)</code> |
| <div class="block">Sets value without checking for index boundaries.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#sort--">sort</a></span>()</code> |
| <div class="block">Sorts this vector in ascending order.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#sort--">sort</a></span>()</code> |
| <div class="block">Sorts this vector in ascending order.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#times-double-">times</a></span>(double x)</code> |
| <div class="block">Gets a new vector that contains product of each element and the argument.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#times-double-">times</a></span>(double x)</code> |
| <div class="block">Gets a new vector that contains product of each element and the argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets a new vector that is an element-wie product of this vector and the argument.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets a new vector that is an element-wie product of this vector and the argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#viewPart-int-int-">viewPart</a></span>(int off, |
| int len)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#viewPart-int-int-">viewPart</a></span>(int off, |
| int len)</code></td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#zeroesLike-org.apache.ignite.ml.math.primitives.vector.Vector-">zeroesLike</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</code> |
| <div class="block">Create new vector like given vector initialized by zeroes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#zipWith-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipWith</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> f)</code> |
| <div class="block">Zip two vectors with given binary function |
| (i.e. apply binary function to both vector elementwise and construct vector from results).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/package-summary.html">org.apache.ignite.ml.math.primitives.vector</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#assign-org.apache.ignite.ml.math.primitives.vector.Vector-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Copies values from the argument vector to this one.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#assign-org.apache.ignite.ml.math.primitives.vector.Vector-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Copies values from the argument vector to this one.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected void</code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#checkCardinality-org.apache.ignite.ml.math.primitives.vector.Vector-">checkCardinality</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#copyPart-org.apache.ignite.ml.math.primitives.vector.Vector-int-int-">copyPart</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v, |
| int off, |
| int len)</code> |
| <div class="block">Get copy of part of given length of given vector starting from given offset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#cross-org.apache.ignite.ml.math.primitives.vector.Vector-">cross</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets the cross product of this vector and the other vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#cross-org.apache.ignite.ml.math.primitives.vector.Vector-">cross</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets the cross product of this vector and the other vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#dot-org.apache.ignite.ml.math.primitives.vector.Vector-">dot</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets dot product of two vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#dot-org.apache.ignite.ml.math.primitives.vector.Vector-">dot</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets dot product of two vectors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#elementWiseMinus-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">elementWiseMinus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec2)</code> |
| <div class="block">Performs in-place vector subtraction.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#elementWiseTimes-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">elementWiseTimes</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec2)</code> |
| <div class="block">Performs in-place vector multiplication.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><T> T</code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#foldMap-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-T-">foldMap</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><T,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,T> foldFun, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> combFun, |
| T zeroVal)</code> |
| <div class="block">Combines & maps two vector and folds them into a single value.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><T> T</code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#foldMap-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-T-">foldMap</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><T,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,T> foldFun, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> combFun, |
| T zeroVal)</code> |
| <div class="block">Combines & maps two vector and folds them into a single value.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#getDistanceSquared-org.apache.ignite.ml.math.primitives.vector.Vector-">getDistanceSquared</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Get the square of the distance between this vector and the argument vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#getDistanceSquared-org.apache.ignite.ml.math.primitives.vector.Vector-">getDistanceSquared</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Get the square of the distance between this vector and the argument vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#map-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#map-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#minus-org.apache.ignite.ml.math.primitives.vector.Vector-">minus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element difference between this vector and the argument one.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#minus-org.apache.ignite.ml.math.primitives.vector.Vector-">minus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element difference between this vector and the argument one.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#plus-org.apache.ignite.ml.math.primitives.vector.Vector-">plus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element sum from both vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#plus-org.apache.ignite.ml.math.primitives.vector.Vector-">plus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element sum from both vectors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets a new vector that is an element-wie product of this vector and the argument.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets a new vector that is an element-wie product of this vector and the argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static double</code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#vec2Num-org.apache.ignite.ml.math.primitives.vector.Vector-">vec2Num</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Turn Vector into number by looking at index of maximal element in vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#zeroesLike-org.apache.ignite.ml.math.primitives.vector.Vector-">zeroesLike</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</code> |
| <div class="block">Create new vector like given vector initialized by zeroes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/VectorUtils.html#zipWith-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipWith</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> f)</code> |
| <div class="block">Zip two vectors with given binary function |
| (i.e. apply binary function to both vector elementwise and construct vector from results).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.primitives.vector.impl"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/package-summary.html">org.apache.ignite.ml.math.primitives.vector.impl</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/package-summary.html">org.apache.ignite.ml.math.primitives.vector.impl</a> that implement <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl">DelegatingVector</a></span></code> |
| <div class="block">Convenient class that can be used to add decorations to an existing vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DenseVector.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl">DenseVector</a></span></code> |
| <div class="block">Basic implementation for vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/SparseVector.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl">SparseVector</a></span></code> |
| <div class="block">Local on-heap sparse vector based on hash map storage.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorizedViewMatrix.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl">VectorizedViewMatrix</a></span></code> |
| <div class="block">Row or column vector view off the matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorView.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl">VectorView</a></span></code> |
| <div class="block">Implements the partial view into the parent <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/package-summary.html">org.apache.ignite.ml.math.primitives.vector.impl</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#assign-double-">assign</a></span>(double val)</code> |
| <div class="block">Assigns given value to all elements of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#assign-double:A-">assign</a></span>(double[] vals)</code> |
| <div class="block">Assigns values from given array to this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#assign-java.util.function.IntToDoubleFunction-">assign</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/IntToDoubleFunction.html?is-external=true" title="class or interface in java.util.function">IntToDoubleFunction</a> fun)</code> |
| <div class="block">Assigns each vector element to the value generated by given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#assign-org.apache.ignite.ml.math.primitives.vector.Vector-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Copies values from the argument vector to this one.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorView.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorView.html#copy--">copy</a></span>()</code> |
| <div class="block">Creates new copy of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorizedViewMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorizedViewMatrix.html#copy--">copy</a></span>()</code> |
| <div class="block">Creates new copy of this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#copy--">copy</a></span>()</code> |
| <div class="block">Creates new copy of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#divide-double-">divide</a></span>(double x)</code> |
| <div class="block">Creates new vector containing values from this vector divided by the argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#getVector--">getVector</a></span>()</code> |
| <div class="block">Get the delegating vector</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#increment-int-double-">increment</a></span>(int idx, |
| double val)</code> |
| <div class="block">Increments value at given index.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#incrementX-int-double-">incrementX</a></span>(int idx, |
| double val)</code> |
| <div class="block">Increments value at given index without checking for index boundaries.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorView.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorView.html#like-int-">like</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of the same underlying class but of different cardinality.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorizedViewMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorizedViewMatrix.html#like-int-">like</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of the same underlying class but of different cardinality.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SparseVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/SparseVector.html#like-int-">like</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of the same underlying class but of different cardinality.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DenseVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DenseVector.html#like-int-">like</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of the same underlying class but of different cardinality.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#like-int-">like</a></span>(int crd)</code> |
| <div class="block">Creates new empty vector of the same underlying class but of different cardinality.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#logNormalize--">logNormalize</a></span>()</code> |
| <div class="block">Creates new vector containing the <code>log(1 + entry) / L_2 norm</code> values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#logNormalize-double-">logNormalize</a></span>(double power)</code> |
| <div class="block">Creates new vector with a normalized value calculated as <code>log_power(1 + entry) / L_power norm</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#map-org.apache.ignite.ml.math.functions.IgniteBiFunction-double-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun, |
| double y)</code> |
| <div class="block">Maps all elements of this vector by applying given function to each element with a constant |
| second parameter <code>y</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#map-org.apache.ignite.ml.math.functions.IgniteDoubleFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDoubleFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#map-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#minus-org.apache.ignite.ml.math.primitives.vector.Vector-">minus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element difference between this vector and the argument one.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#normalize--">normalize</a></span>()</code> |
| <div class="block">Creates new vector containing the normalized (L_2 norm) values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#normalize-double-">normalize</a></span>(double power)</code> |
| <div class="block">Creates new vector containing the normalized (L_power norm) values of this vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#plus-double-">plus</a></span>(double x)</code> |
| <div class="block">Creates new vector containing sum of each element in this vector and argument.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#plus-org.apache.ignite.ml.math.primitives.vector.Vector-">plus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element sum from both vectors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#set-int-double-">set</a></span>(int idx, |
| double val)</code> |
| <div class="block">Sets value.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#setX-int-double-">setX</a></span>(int idx, |
| double val)</code> |
| <div class="block">Sets value without checking for index boundaries.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#sort--">sort</a></span>()</code> |
| <div class="block">Sorts this vector in ascending order.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SparseVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/SparseVector.html#times-double-">times</a></span>(double x)</code> |
| <div class="block">Gets a new vector that contains product of each element and the argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#times-double-">times</a></span>(double x)</code> |
| <div class="block">Gets a new vector that contains product of each element and the argument.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets a new vector that is an element-wie product of this vector and the argument.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#viewPart-int-int-">viewPart</a></span>(int off, |
| int len)</code></td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/package-summary.html">org.apache.ignite.ml.math.primitives.vector.impl</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#assign-org.apache.ignite.ml.math.primitives.vector.Vector-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Copies values from the argument vector to this one.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#cross-org.apache.ignite.ml.math.primitives.vector.Vector-">cross</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets the cross product of this vector and the other vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#dot-org.apache.ignite.ml.math.primitives.vector.Vector-">dot</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets dot product of two vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><T> T</code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#foldMap-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-T-">foldMap</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><T,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,T> foldFun, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> combFun, |
| T zeroVal)</code> |
| <div class="block">Combines & maps two vector and folds them into a single value.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#getDistanceSquared-org.apache.ignite.ml.math.primitives.vector.Vector-">getDistanceSquared</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Get the square of the distance between this vector and the argument vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#map-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Maps all values in this vector through a given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#minus-org.apache.ignite.ml.math.primitives.vector.Vector-">minus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element difference between this vector and the argument one.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#plus-org.apache.ignite.ml.math.primitives.vector.Vector-">plus</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Creates new vector containing element by element sum from both vectors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#times-org.apache.ignite.ml.math.primitives.vector.Vector-">times</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">Gets a new vector that is an element-wie product of this vector and the argument.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/package-summary.html">org.apache.ignite.ml.math.primitives.vector.impl</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#DelegatingVector-org.apache.ignite.ml.math.primitives.vector.Vector-">DelegatingVector</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> dlg)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorView.html#VectorView-org.apache.ignite.ml.math.primitives.vector.Vector-int-int-">VectorView</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> parent, |
| int off, |
| int len)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.util"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/util/package-summary.html">org.apache.ignite.ml.math.util</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/util/package-summary.html">org.apache.ignite.ml.math.util</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#likeVector-org.apache.ignite.ml.math.primitives.matrix.Matrix-">likeVector</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> matrix)</code> |
| <div class="block">Create the like vector with read-only matrices support.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#likeVector-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-">likeVector</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> matrix, |
| int crd)</code> |
| <div class="block">Create the like vector with read-only matrices support.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipFoldByColumns-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipFoldByColumns</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Zips two matrices by column-by-column with specified function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipFoldByRows-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipFoldByRows</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Zips two matrices by row-by-row with specified function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipWith-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteTriFunction-">zipWith</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> f)</code> |
| <div class="block">Zip two vectors with given tri-function taking as third argument position in vector |
| (i.e. apply binary function to both vector elementwise and construct vector from results).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/math/util/package-summary.html">org.apache.ignite.ml.math.util</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DenseVector.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl">DenseVector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#localCopyOf-org.apache.ignite.ml.math.primitives.vector.Vector-">localCopyOf</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vec)</code> |
| <div class="block">TODO: IGNITE-5723, rewrite in a more optimal way.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipWith-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteTriFunction-">zipWith</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> f)</code> |
| <div class="block">Zip two vectors with given tri-function taking as third argument position in vector |
| (i.e. apply binary function to both vector elementwise and construct vector from results).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/math/util/package-summary.html">org.apache.ignite.ml.math.util</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/DenseMatrix.html" title="class in org.apache.ignite.ml.math.primitives.matrix.impl">DenseMatrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#fromList-java.util.List-boolean-">fromList</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> vecs, |
| boolean entriesAreRows)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipFoldByColumns-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipFoldByColumns</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Zips two matrices by column-by-column with specified function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipFoldByColumns-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipFoldByColumns</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Zips two matrices by column-by-column with specified function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipFoldByRows-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipFoldByRows</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Zips two matrices by row-by-row with specified function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#zipFoldByRows-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">zipFoldByRows</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx1, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx2, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Zips two matrices by row-by-row with specified function.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.nn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> declared as <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPLayer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPLayer.html#biases">biases</a></span></code> |
| <div class="block">Biases vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#biases-int-">biases</a></span>(int layerIdx)</code> |
| <div class="block">Get biases of layer with given index.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#differentiateByParameters-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">differentiateByParameters</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputsBatch, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> truthBatch)</code> |
| <div class="block">Compose function in the following way: feed output of this model as input to second argument to loss function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#parameters--">parameters</a></span>()</code> |
| <div class="block">Get parameters vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#paramsAsVector-java.util.List-">paramsAsVector</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/nn/MLPLayer.html" title="class in org.apache.ignite.ml.nn">MLPLayer</a>> layersParams)</code> |
| <div class="block">Flatten this MLP parameters as vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> that return types with arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#getLoss--">getLoss</a></span>()</code> |
| <div class="block">Get the loss function to be minimized during the training.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#setBiases-int-org.apache.ignite.ml.math.primitives.vector.Vector-">setBiases</a></span>(int layerIdx, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> bias)</code> |
| <div class="block">Sets the biases of layer with a given index.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#setParameters-org.apache.ignite.ml.math.primitives.vector.Vector-">setParameters</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> |
| <div class="block">Set parameters.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#differentiateByParameters-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">differentiateByParameters</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputsBatch, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> truthBatch)</code> |
| <div class="block">Compose function in the following way: feed output of this model as input to second argument to loss function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#updateModel-org.apache.ignite.ml.nn.MultilayerPerceptron-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a> lastLearnedMdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,double[]> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html" title="class in org.apache.ignite.ml.nn">MLPTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html" title="type parameter in MLPTrainer">P</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#withLoss-org.apache.ignite.ml.math.functions.IgniteFunction-">withLoss</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss)</code> |
| <div class="block">Set up the loss function to be minimized during the training.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPLayer.html#MLPLayer-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.vector.Vector-">MLPLayer</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> weights, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> biases)</code> |
| <div class="block">Construct MLPLayer from weights and biases.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#MLPTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.nn.UpdatesStrategy-int-int-int-long-">MLPTrainer</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data">SimpleLabeledDatasetData</a>>,<a href="../../../../../../../../org/apache/ignite/ml/nn/architecture/MLPArchitecture.html" title="class in org.apache.ignite.ml.nn.architecture">MLPArchitecture</a>> archSupplier, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="class in org.apache.ignite.ml.nn">UpdatesStrategy</a><? super <a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html" title="type parameter in MLPTrainer">P</a>> updatesStgy, |
| int maxIterations, |
| int batchSize, |
| int locIterations, |
| long seed)</code> |
| <div class="block">Constructs a new instance of multilayer perceptron trainer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#MLPTrainer-org.apache.ignite.ml.nn.architecture.MLPArchitecture-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.nn.UpdatesStrategy-int-int-int-long-">MLPTrainer</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/nn/architecture/MLPArchitecture.html" title="class in org.apache.ignite.ml.nn.architecture">MLPArchitecture</a> arch, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="class in org.apache.ignite.ml.nn">UpdatesStrategy</a><? super <a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html" title="type parameter in MLPTrainer">P</a>> updatesStgy, |
| int maxIterations, |
| int batchSize, |
| int locIterations, |
| long seed)</code> |
| <div class="block">Constructs a new instance of multilayer perceptron trainer.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.nn.initializers"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/nn/initializers/package-summary.html">org.apache.ignite.ml.nn.initializers</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/nn/initializers/package-summary.html">org.apache.ignite.ml.nn.initializers</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">RandomInitializer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/initializers/RandomInitializer.html#initBiases-org.apache.ignite.ml.math.primitives.vector.Vector-">initBiases</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> biases)</code> |
| <div class="block">In-place change values of vector representing vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPInitializer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/initializers/MLPInitializer.html#initBiases-org.apache.ignite.ml.math.primitives.vector.Vector-">initBiases</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> biases)</code> |
| <div class="block">In-place change values of vector representing vectors.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.optimization"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a> with type parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LossFunctions.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/LossFunctions.html#HINGE">HINGE</a></span></code> |
| <div class="block">Hinge loss function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LossFunctions.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/LossFunctions.html#L1">L1</a></span></code> |
| <div class="block">L1 loss function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LossFunctions.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/LossFunctions.html#L2">L2</a></span></code> |
| <div class="block">L2 loss function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LossFunctions.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/LossFunctions.html#LOG">LOG</a></span></code> |
| <div class="block">Log loss function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LossFunctions.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/LossFunctions.html#MSE">MSE</a></span></code> |
| <div class="block">Mean squared error loss function.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SmoothParametrized.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html#differentiateByParameters-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">differentiateByParameters</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputsBatch, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> truthBatch)</code> |
| <div class="block">Compose function in the following way: feed output of this model as input to second argument to loss function.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SmoothParametrized.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html#differentiateByParameters-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">differentiateByParameters</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputsBatch, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> truthBatch)</code> |
| <div class="block">Compose function in the following way: feed output of this model as input to second argument to loss function.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.optimization.updatecalculators"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/package-summary.html">org.apache.ignite.ml.optimization.updatecalculators</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/package-summary.html">org.apache.ignite.ml.optimization.updatecalculators</a> declared as <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#deltas">deltas</a></span></code> |
| <div class="block">Previous iteration parameters deltas.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#prevIterationGradient">prevIterationGradient</a></span></code> |
| <div class="block">Previous iteration model partial derivatives by parameters.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">NesterovParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovParameterUpdate.html#prevIterationUpdates">prevIterationUpdates</a></span></code> |
| <div class="block">Previous step weights updates.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#prevIterationUpdates">prevIterationUpdates</a></span></code> |
| <div class="block">Previous iteration parameters updates.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#updatesMask">updatesMask</a></span></code> |
| <div class="block">Updates mask (values by which updateCache is multiplied).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/package-summary.html">org.apache.ignite.ml.optimization.updatecalculators</a> with type parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">SimpleGDUpdateCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/SimpleGDUpdateCalculator.html#loss">loss</a></span></code> |
| <div class="block">Loss function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropUpdateCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropUpdateCalculator.html#loss">loss</a></span></code> |
| <div class="block">Loss function.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/package-summary.html">org.apache.ignite.ml.optimization.updatecalculators</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SimpleGDParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/SimpleGDParameterUpdate.html#gradient--">gradient</a></span>()</code> |
| <div class="block">Get gradient.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">NesterovParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovParameterUpdate.html#prevIterationUpdates--">prevIterationUpdates</a></span>()</code> |
| <div class="block">Get previous step parameters updates.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#updatesMask--">updatesMask</a></span>()</code> |
| <div class="block">Get updates mask (values by which updateCache is multiplied).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/package-summary.html">org.apache.ignite.ml.optimization.updatecalculators</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">RPropParameterUpdate</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#setDeltas-org.apache.ignite.ml.math.primitives.vector.Vector-">setDeltas</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> deltas)</code> |
| <div class="block">Set previous iteration deltas.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">NesterovParameterUpdate</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">NesterovParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovParameterUpdate.html#setPreviousUpdates-org.apache.ignite.ml.math.primitives.vector.Vector-">setPreviousUpdates</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> updates)</code> |
| <div class="block">Set previous step parameters updates.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">RPropParameterUpdate</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropParameterUpdate.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#setUpdatesMask-org.apache.ignite.ml.math.primitives.vector.Vector-">setUpdatesMask</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> updatesMask)</code> |
| <div class="block">Set updates mask (values by which updateCache is multiplied).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/package-summary.html">org.apache.ignite.ml.optimization.updatecalculators</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">NesterovParameterUpdate</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">NesterovUpdateCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovUpdateCalculator.html#init-M-org.apache.ignite.ml.math.functions.IgniteFunction-">init</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovUpdateCalculator.html" title="type parameter in NesterovUpdateCalculator">M</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss)</code> |
| <div class="block">Initializes the update calculator.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="type parameter in ParameterUpdateCalculator">P</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ParameterUpdateCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html#init-M-org.apache.ignite.ml.math.functions.IgniteFunction-">init</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="type parameter in ParameterUpdateCalculator">M</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss)</code> |
| <div class="block">Initializes the update calculator.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/SimpleGDParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">SimpleGDParameterUpdate</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SimpleGDUpdateCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/SimpleGDUpdateCalculator.html#init-org.apache.ignite.ml.optimization.SmoothParametrized-org.apache.ignite.ml.math.functions.IgniteFunction-">init</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html" title="interface in org.apache.ignite.ml.optimization">SmoothParametrized</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss)</code> |
| <div class="block">Initializes the update calculator.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">RPropParameterUpdate</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RPropUpdateCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropUpdateCalculator.html#init-org.apache.ignite.ml.optimization.SmoothParametrized-org.apache.ignite.ml.math.functions.IgniteFunction-">init</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html" title="interface in org.apache.ignite.ml.optimization">SmoothParametrized</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss)</code> |
| <div class="block">Initializes the update calculator.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/package-summary.html">org.apache.ignite.ml.optimization.updatecalculators</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/NesterovParameterUpdate.html#NesterovParameterUpdate-org.apache.ignite.ml.math.primitives.vector.Vector-">NesterovParameterUpdate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> prevIterationUpdates)</code> |
| <div class="block">Construct NesterovParameterUpdate.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html#RPropParameterUpdate-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">RPropParameterUpdate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> prevIterationUpdates, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> prevIterationGradient, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> deltas, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> updatesMask)</code> |
| <div class="block">Construct instance of this class by given parameters.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/SimpleGDParameterUpdate.html#SimpleGDParameterUpdate-org.apache.ignite.ml.math.primitives.vector.Vector-">SimpleGDParameterUpdate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> gradient)</code> |
| <div class="block">Construct instance of this class.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.pipeline"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> that return types with arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#getFeatureExtractor--">getFeatureExtractor</a></span>()</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#getInternalMdl--">getInternalMdl</a></span>()</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="class in org.apache.ignite.ml.pipeline">PipelineMdl</a><<a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#withInternalMdl-org.apache.ignite.ml.Model-">withInternalMdl</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> internalMdl)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.binarization"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BinarizationPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.binarization">BinarizationPreprocessor</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">BinarizationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html#BinarizationPreprocessor-double-org.apache.ignite.ml.math.functions.IgniteBiFunction-">BinarizationPreprocessor</a></span>(double threshold, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Binarization preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.onehotencoder"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">OneHotEncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html" title="type parameter in OneHotEncoderPreprocessor">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html" title="type parameter in OneHotEncoderPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.stringencoder"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">StringEncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html" title="type parameter in StringEncoderPreprocessor">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html" title="type parameter in StringEncoderPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.imputing"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ImputerPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.imputing">ImputerPreprocessor</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ImputerTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html#ImputerPreprocessor-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">ImputerPreprocessor</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> imputingValues, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of imputing preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html#ImputerPreprocessor-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.functions.IgniteBiFunction-">ImputerPreprocessor</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> imputingValues, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of imputing preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.maxabsscaling"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MaxAbsScalerPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.maxabsscaling">MaxAbsScalerPreprocessor</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MaxAbsScalerTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html#MaxAbsScalerPreprocessor-double:A-org.apache.ignite.ml.math.functions.IgniteBiFunction-">MaxAbsScalerPreprocessor</a></span>(double[] maxAbs, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of maxabsscaling preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.minmaxscaling"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MinMaxScalerPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.minmaxscaling">MinMaxScalerPreprocessor</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MinMaxScalerTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html#MinMaxScalerPreprocessor-double:A-double:A-org.apache.ignite.ml.math.functions.IgniteBiFunction-">MinMaxScalerPreprocessor</a></span>(double[] min, |
| double[] max, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of minmaxscaling preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.normalization"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">NormalizationPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.normalization">NormalizationPreprocessor</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">NormalizationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html#NormalizationPreprocessor-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-">NormalizationPreprocessor</a></span>(int p, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Normalization preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.linear"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">FeatureExtractorWrapper.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/FeatureExtractorWrapper.html#apply-K-V-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/FeatureExtractorWrapper.html" title="type parameter in FeatureExtractorWrapper">K</a> k, |
| <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/FeatureExtractorWrapper.html" title="type parameter in FeatureExtractorWrapper">V</a> v)</code></td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html#getWeights--">getWeights</a></span>()</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> input)</code></td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionSGDTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionLSQRTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionLSQRTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionSGDTrainer.html#updateModel-org.apache.ignite.ml.regressions.linear.LinearRegressionModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionLSQRTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionLSQRTrainer.html#updateModel-org.apache.ignite.ml.regressions.linear.LinearRegressionModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html#LinearRegressionModel-org.apache.ignite.ml.math.primitives.vector.Vector-double-">LinearRegressionModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> weights, |
| double intercept)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic.binomial"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html#weights--">weights</a></span>()</code> |
| <div class="block">Gets the weights.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> input)</code></td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic.binomial">LogisticRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html#withWeights-org.apache.ignite.ml.math.primitives.vector.Vector-">withWeights</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> weights)</code> |
| <div class="block">Set up the weights.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic.binomial">LogisticRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionSGDTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic.binomial">LogisticRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionSGDTrainer.html#updateModel-org.apache.ignite.ml.regressions.logistic.binomial.LogisticRegressionModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic.binomial">LogisticRegressionModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html#LogisticRegressionModel-org.apache.ignite.ml.math.primitives.vector.Vector-double-">LogisticRegressionModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> weights, |
| double intercept)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic.multiclass"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/package-summary.html">org.apache.ignite.ml.regressions.logistic.multiclass</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/package-summary.html">org.apache.ignite.ml.regressions.logistic.multiclass</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogRegressionMultiClassModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> input)</code></td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/package-summary.html">org.apache.ignite.ml.regressions.logistic.multiclass</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassModel.html" title="class in org.apache.ignite.ml.regressions.logistic.multiclass">LogRegressionMultiClassModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogRegressionMultiClassTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassModel.html" title="class in org.apache.ignite.ml.regressions.logistic.multiclass">LogRegressionMultiClassModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogRegressionMultiClassTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassTrainer.html#updateModel-org.apache.ignite.ml.regressions.logistic.multiclass.LogRegressionMultiClassModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassModel.html" title="class in org.apache.ignite.ml.regressions.logistic.multiclass">LogRegressionMultiClassModel</a> newMdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.cv"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> with type parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><M extends <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L>,L,K,V></span></code> |
| <div class="block">Cross validation score calculator.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidationResult.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidationResult</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-org.apache.ignite.ml.selection.paramgrid.ParamGrid-">score</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/paramgrid/ParamGrid.html" title="class in org.apache.ignite.ml.selection.paramgrid">ParamGrid</a> paramGrid)</code> |
| <div class="block">Computes cross-validated metrics with a passed parameter grid.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.split.mapper.UniformMapper-int-">score</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/split/mapper/UniformMapper.html" title="interface in org.apache.ignite.ml.selection.split.mapper">UniformMapper</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> mapper, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamMap, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| int parts, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.split.mapper.UniformMapper-int-">score</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamMap, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| int parts, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/split/mapper/UniformMapper.html" title="interface in org.apache.ignite.ml.selection.split.mapper">UniformMapper</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> mapper, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-java.util.Map-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamMap, |
| int parts, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.cursor"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/package-summary.html">org.apache.ignite.ml.selection.scoring.cursor</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/package-summary.html">org.apache.ignite.ml.selection.scoring.cursor</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html#LocalLabelPairCursor-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">LocalLabelPairCursor</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> upstreamMap, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of local truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html#LocalLabelPairCursor-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">LocalLabelPairCursor</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> upstreamMap, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of local truth with prediction cursor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.evaluator"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <L,K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.Model-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.scoring.metric.Accuracy-">evaluate</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,L> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Accuracy.html" title="class in org.apache.ignite.ml.selection.scoring.metric">Accuracy</a><L> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <L,K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.Model-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.scoring.metric.Accuracy-">evaluate</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,L> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Accuracy.html" title="class in org.apache.ignite.ml.selection.scoring.metric">Accuracy</a><L> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <L,K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.ml.Model-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.scoring.metric.Accuracy-">evaluate</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,L> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Accuracy.html" title="class in org.apache.ignite.ml.selection.scoring.metric">Accuracy</a><L> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <L,K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.ml.Model-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.scoring.metric.Accuracy-">evaluate</a></span>(<a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,L> lbExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Accuracy.html" title="class in org.apache.ignite.ml.selection.scoring.metric">Accuracy</a><L> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.structures"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a> with type parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/structures/DatasetRow.html" title="class in org.apache.ignite.ml.structures">DatasetRow</a><V extends <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>></span></code> |
| <div class="block">Class to keep one observation in dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><V extends <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L></span></code> |
| <div class="block">Class for vector with label.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a> declared as <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/structures/DatasetRow.html" title="type parameter in DatasetRow">V</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetRow.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/structures/DatasetRow.html#vector">vector</a></span></code> |
| <div class="block">Vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LabeledVectorSet.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html#emptyVector-int-boolean-">emptyVector</a></span>(int size, |
| boolean isDistributed)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/structures/Dataset.html#features-int-">features</a></span>(int idx)</code> |
| <div class="block">Get the features.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.structures.partition"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html#LabeledDatasetPartitionDataBuilderOnHeap-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">LabeledDatasetPartitionDataBuilderOnHeap</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> xExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> yExtractor)</code> |
| <div class="block">Constructs a new instance of SVM partition data builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.svm"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearBinaryClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html#weights--">weights</a></span>()</code> |
| <div class="block">Gets the weights.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearMultiClassClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> input)</code></td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearBinaryClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> input)</code></td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearBinaryClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearBinaryClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html#withWeights-org.apache.ignite.ml.math.primitives.vector.Vector-">withWeights</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> weights)</code> |
| <div class="block">Set up the weights.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearBinaryClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearBinaryClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearMultiClassClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearMultiClassClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearBinaryClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearBinaryClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationTrainer.html#updateModel-org.apache.ignite.ml.svm.SVMLinearBinaryClassificationModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearBinaryClassificationModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearMultiClassClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearMultiClassClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationTrainer.html#updateModel-org.apache.ignite.ml.svm.SVMLinearMultiClassClassificationModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearMultiClassClassificationModel</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationModel.html#SVMLinearBinaryClassificationModel-org.apache.ignite.ml.math.primitives.vector.Vector-double-">SVMLinearBinaryClassificationModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> weights, |
| double intercept)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.trainers"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>abstract <K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| int parts, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-java.util.Map-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| int parts, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#update-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then |
| trainer updates model in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#update-M-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#update-M-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#update-M-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| int parts, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#update-M-java.util.Map-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| int parts, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <K,V> <a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#updateModel-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DecisionTreeLeafNode.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/DecisionTreeLeafNode.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> doubles)</code></td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DecisionTreeConditionalNode.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/DecisionTreeConditionalNode.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features)</code></td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/tree/DecisionTreeNode.html" title="interface in org.apache.ignite.ml.tree">DecisionTreeNode</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DecisionTree.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/DecisionTree.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/tree/DecisionTreeNode.html" title="interface in org.apache.ignite.ml.tree">DecisionTreeNode</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DecisionTree.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/DecisionTree.html#updateModel-org.apache.ignite.ml.tree.DecisionTreeNode-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/tree/DecisionTreeNode.html" title="interface in org.apache.ignite.ml.tree">DecisionTreeNode</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains new model based on dataset because there is no valid approach to update decision trees.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.boosting"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</a> that return types with arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBOnTreesLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/boosting/GDBOnTreesLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then |
| trainer updates model in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBOnTreesLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/boosting/GDBOnTreesLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then |
| trainer updates model in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.data"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html#DecisionTreeDataBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-boolean-">DecisionTreeDataBuilder</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">V</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">V</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor, |
| boolean buildIdx)</code> |
| <div class="block">Constructs a new instance of decision tree data builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.impurity"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/impurity/package-summary.html">org.apache.ignite.ml.tree.impurity</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/tree/impurity/package-summary.html">org.apache.ignite.ml.tree.impurity</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ImpurityMeasureCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/impurity/ImpurityMeasureCalculator.html#getFeatureValues-org.apache.ignite.ml.tree.data.DecisionTreeData-org.apache.ignite.ml.tree.data.TreeDataIndex-int-int-">getFeatureValues</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a> data, |
| <a href="../../../../../../../../org/apache/ignite/ml/tree/data/TreeDataIndex.html" title="class in org.apache.ignite.ml.tree.data">TreeDataIndex</a> idx, |
| int featureId, |
| int k)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RandomForestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">fit</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RandomForestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html#updateModel-org.apache.ignite.ml.composition.ModelsComposition-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">updateModel</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest.data"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/package-summary.html">org.apache.ignite.ml.tree.randomforest.data</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/package-summary.html">org.apache.ignite.ml.tree.randomforest.data</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">TreeRoot.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/TreeRoot.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> vector)</code></td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">TreeNode.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/TreeNode.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features)</code></td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/NodeId.html" title="class in org.apache.ignite.ml.tree.randomforest.data">NodeId</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">TreeNode.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/TreeNode.html#predictNextNodeKey-org.apache.ignite.ml.math.primitives.vector.Vector-">predictNextNodeKey</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> features)</code> |
| <div class="block">Returns leaf node for feature vector in according to decision tree.</div> |
| </td> |
| </tr> |
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| </table> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2018 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>: ver. <strong>2.7.5</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: June 4 2019 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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