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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"> |
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| <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.gmm">org.apache.ignite.ml.clustering.gmm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gauss Mixture Model clustering algorithm (see <a href="../../../../../../../../org/apache/ignite/ml/clustering/gmm/GmmModel.html" title="class in org.apache.ignite.ml.clustering.gmm"><code>GmmModel</code></a>).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.bagging">org.apache.ignite.ml.composition.bagging</a></td> |
| <td class="colLast"> </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 convergence checking algorithms for gradient boosting.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.stacking">org.apache.ignite.ml.composition.stacking</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes used for training with stacking technique.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.feature.extractor">org.apache.ignite.ml.dataset.feature.extractor</a></td> |
| <td class="colLast"> |
| <div class="block">Package for upstream object vectorizations.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.feature.extractor.impl">org.apache.ignite.ml.dataset.feature.extractor.impl</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains default implementations of <a href="../../../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor"><code>Vectorizer</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.inference">org.apache.ignite.ml.inference</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for model inference functionality.</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.knn.utils">org.apache.ignite.ml.knn.utils</a></td> |
| <td class="colLast"> |
| <div class="block">Contains util functionality for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.utils.indices">org.apache.ignite.ml.knn.utils.indices</a></td> |
| <td class="colLast"> </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.exceptions.preprocessing">org.apache.ignite.ml.math.exceptions.preprocessing</a></td> |
| <td class="colLast"> |
| <div class="block">Contains exceptions for preprocessing.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.stat">org.apache.ignite.ml.math.stat</a></td> |
| <td class="colLast"> |
| <div class="block">Contains utility classes for distributions.</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.multiclass">org.apache.ignite.ml.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various multi-classifier models and trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.compound">org.apache.ignite.ml.naivebayes.compound</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Compound naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.discrete">org.apache.ignite.ml.naivebayes.discrete</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Bernoulli naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.gaussian">org.apache.ignite.ml.naivebayes.gaussian</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gaussian naive Bayes classifier.</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.imputing">org.apache.ignite.ml.preprocessing.imputing</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Imputer preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.recommendation">org.apache.ignite.ml.recommendation</a></td> |
| <td class="colLast"> |
| <div class="block">Contains recommendation system framework.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.recommendation.util">org.apache.ignite.ml.recommendation.util</a></td> |
| <td class="colLast"> |
| <div class="block">Contains util classes used in recommendation system framework.</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">org.apache.ignite.ml.regressions.logistic</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various logistic regressions.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator">org.apache.ignite.ml.selection.scoring.evaluator</a></td> |
| <td class="colLast"> |
| <div class="block">Package for model evaluator classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator.aggregator">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains aggregators for metrics computation.</div> |
| </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.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="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <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="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.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> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.util.generators">org.apache.ignite.ml.util.generators</a></td> |
| <td class="colLast"> |
| <div class="block">Contains utility classes for data streams generation.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.util.generators.primitives.scalar">org.apache.ignite.ml.util.generators.primitives.scalar</a></td> |
| <td class="colLast"> |
| <div class="block">Contains generators of pseudo-random scalars in according to specific distribution.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.util.generators.primitives.vector">org.apache.ignite.ml.util.generators.primitives.vector</a></td> |
| <td class="colLast"> |
| <div class="block">Contains generators of pseudo-random vectors in according to specific distribution.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.util.generators.standard">org.apache.ignite.ml.util.generators.standard</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes for predefined data stream generators.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
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| <!-- --> |
| </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/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</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/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</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">NewComponentStatisticsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/gmm/NewComponentStatisticsAggregator.html#mean--">mean</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/clustering/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</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="https://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">GmmModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/gmm/GmmModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</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/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</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/clustering/gmm/GmmTrainer.html" title="class in org.apache.ignite.ml.clustering.gmm">GmmTrainer</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GmmTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/gmm/GmmTrainer.html#withInitialMeans-java.util.List-">withInitialMeans</a></span>(<a href="https://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>> means)</code> |
| <div class="block">Sets initial means.</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/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</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/gmm/GmmModel.html#GmmModel-org.apache.ignite.ml.math.primitives.vector.Vector-java.util.List-">GmmModel</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> componentProbs, |
| <a href="https://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/stat/MultivariateGaussianDistribution.html" title="class in org.apache.ignite.ml.math.stat">MultivariateGaussianDistribution</a>> distributions)</code> |
| <div class="block">Creates an instance of GmmModel.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/gmm/NewComponentStatisticsAggregator.html#NewComponentStatisticsAggregator-long-long-org.apache.ignite.ml.math.primitives.vector.Vector-">NewComponentStatisticsAggregator</a></span>(long totalRowCount, |
| long rowCountForNewCluster, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> sumOfAnomalies)</code> |
| <div class="block">Creates an instance of NewComponentStatisticsAggregator.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <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">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 cluster centers.</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">KMeansModelFormat.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModelFormat.html#getCenters--">getCenters</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/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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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">Make a prediction for the specified input arguments.</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 <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>default <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">DatasetMapping.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/DatasetMapping.html#mapFeatures-org.apache.ignite.ml.math.primitives.vector.Vector-">mapFeatures</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">Method used to map feature vectors.</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/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>static <K,V,L> <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>></code></td> |
| <td class="colLast"><span class="typeNameLabel">CompositionUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/CompositionUtils.html#asFeatureExtractor-org.apache.ignite.ml.trainers.FeatureLabelExtractor-">asFeatureExtractor</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html" title="interface in org.apache.ignite.ml.trainers">FeatureLabelExtractor</a><K,V,L> extractor)</code> |
| <div class="block">Create feature extractor from given mapping <code>(key, value) -> LabeledVector</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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>default <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">DatasetMapping.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/DatasetMapping.html#mapFeatures-org.apache.ignite.ml.math.primitives.vector.Vector-">mapFeatures</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">Method used to map feature vectors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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="altColor"> |
| <td class="colFirst"><code><a href="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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>static <L> <a href="../../../../../../../../org/apache/ignite/ml/composition/DatasetMapping.html" title="interface in org.apache.ignite.ml.composition">DatasetMapping</a><L,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetMapping.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/DatasetMapping.html#mappingFeatures-org.apache.ignite.ml.math.functions.IgniteFunction-">mappingFeatures</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> mapper)</code> |
| <div class="block">Dataset mapping which maps features, leaving labels unaffected.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <L> <a href="../../../../../../../../org/apache/ignite/ml/composition/DatasetMapping.html" title="interface in org.apache.ignite.ml.composition">DatasetMapping</a><L,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetMapping.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/DatasetMapping.html#mappingFeatures-org.apache.ignite.ml.math.functions.IgniteFunction-">mappingFeatures</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> mapper)</code> |
| <div class="block">Dataset mapping which maps features, leaving labels unaffected.</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="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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.bagging"> |
| <!-- --> |
| </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/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</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/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</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="https://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">BaggedModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/bagging/BaggedModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> i)</code> |
| <div class="block">Make a prediction for the specified input arguments.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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="https://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><K,V> <a href="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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.preprocessing.Preprocessor-">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Implementation of gradient boosting iterations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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.preprocessing.Preprocessor-">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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><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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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="https://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="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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="https://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="https://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="https://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> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.stacking"> |
| <!-- --> |
| </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/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><O,AM extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,O>,L></span></code> |
| <div class="block"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking"><code>StackedDatasetTrainer</code></a> with <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> as submodels input and output.</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/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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>>><br><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainer</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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>>><br><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainer</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>><br><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addTrainerWithDoubleOutput-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainerWithDoubleOutput</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Shortcut for adding trainer <code>Vector -> Double</code> where this trainer is treated as <code>Vector -> Vector</code>, where |
| output <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> is constructed by wrapping double value.</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/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withAggregatorInputMerger-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-">withAggregatorInputMerger</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> merger)</code> |
| <div class="block">Specify binary operator used to merge submodels outputs to one.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withOriginalFeaturesKept-org.apache.ignite.ml.math.functions.IgniteFunction-">withOriginalFeaturesKept</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelInput2AggregatingInputConverter)</code> |
| <div class="block">Keep original features during training and propagate submodels input to aggregator during inference |
| using given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withOriginalFeaturesKept-org.apache.ignite.ml.math.functions.IgniteFunction-">withOriginalFeaturesKept</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelInput2AggregatingInputConverter)</code> |
| <div class="block">Keep original features during training and propagate submodels input to aggregator during inference |
| using given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#withSubmodelOutput2VectorConverter-org.apache.ignite.ml.math.functions.IgniteFunction-">withSubmodelOutput2VectorConverter</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Set function used for conversion of submodel output to <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> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withSubmodelOutput2VectorConverter-org.apache.ignite.ml.math.functions.IgniteFunction-">withSubmodelOutput2VectorConverter</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Set function used for conversion of submodel output to <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> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withSubmodelOutput2VectorConverter-org.apache.ignite.ml.math.functions.IgniteFunction-">withSubmodelOutput2VectorConverter</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Set function used for conversion of submodel output to <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> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#withVector2SubmodelInputConverter-org.apache.ignite.ml.math.functions.IgniteFunction-">withVector2SubmodelInputConverter</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>> vector2SubmodelInputConverter)</code> |
| <div class="block">Set function used for conversion of <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> to submodel input.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withVector2SubmodelInputConverter-org.apache.ignite.ml.math.functions.IgniteFunction-">withVector2SubmodelInputConverter</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> vector2SubmodelInputConverter)</code> |
| <div class="block">Set function used for conversion of <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> to submodel input.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withVector2SubmodelInputConverter-org.apache.ignite.ml.math.functions.IgniteFunction-">withVector2SubmodelInputConverter</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> vector2SubmodelInputConverter)</code> |
| <div class="block">Set function used for conversion of <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> to submodel input.</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/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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/stacking/SimpleStackedDatasetTrainer.html#SimpleStackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">SimpleStackedDatasetTrainer</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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>> aggregatingTrainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> aggregatingInputMerger, |
| <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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> submodelInput2AggregatingInputConverter, |
| <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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> vector2SubmodelInputConverter, |
| <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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Construct instance of this class.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html#SimpleStackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">SimpleStackedDatasetTrainer</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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>> aggregatingTrainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> aggregatingInputMerger, |
| <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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> submodelInput2AggregatingInputConverter, |
| <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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> vector2SubmodelInputConverter, |
| <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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Construct instance of this class.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#StackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-java.util.List-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">StackedDatasetTrainer</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> aggregatorTrainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> aggregatingInputMerger, |
| <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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> submodelInput2AggregatingInputConverter, |
| <a href="https://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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>>> submodelsTrainers, |
| <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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>> vector2SubmodelInputConverter, |
| <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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Create instance of this class.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#StackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-java.util.List-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">StackedDatasetTrainer</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> aggregatorTrainer, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> aggregatingInputMerger, |
| <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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> submodelInput2AggregatingInputConverter, |
| <a href="https://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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>>,<a href="../../../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>>> submodelsTrainers, |
| <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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>> vector2SubmodelInputConverter, |
| <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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Create instance of this class.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.feature.extractor"> |
| <!-- --> |
| </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/feature/extractor/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor</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/dataset/feature/extractor/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor</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">Vectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html#createVector-int-">createVector</a></span>(int size)</code> |
| <div class="block">Create an instance of vector.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.feature.extractor.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/dataset/feature/extractor/impl/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor.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/dataset/feature/extractor/impl/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor.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>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">BinaryObjectVectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/BinaryObjectVectorizer.html#createVector-int-">createVector</a></span>(int size)</code> |
| <div class="block">Create an instance of 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/dataset/feature/extractor/impl/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor.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>protected <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DummyVectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/DummyVectorizer.html#feature-java.lang.Integer-K-org.apache.ignite.ml.math.primitives.vector.Vector-">feature</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a> coord, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/DummyVectorizer.html" title="type parameter in DummyVectorizer">K</a> key, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> val)</code> |
| <div class="block">Extracts feature value by given coordinate.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected int</code></td> |
| <td class="colLast"><span class="typeNameLabel">DummyVectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/DummyVectorizer.html#sizeOf-K-org.apache.ignite.ml.math.primitives.vector.Vector-">sizeOf</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/DummyVectorizer.html" title="type parameter in DummyVectorizer">K</a> key, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> val)</code> |
| <div class="block">Size of array-like structure of upstream object.</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> |
| </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">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> |
| <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">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> |
| </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">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> |
| <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">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> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.inference"> |
| <!-- --> |
| </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/inference/package-summary.html">org.apache.ignite.ml.inference</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/inference/package-summary.html">org.apache.ignite.ml.inference</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>static <a href="../../../../../../../../org/apache/ignite/ml/inference/Model.html" title="interface in org.apache.ignite.ml.inference">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="https://docs.oracle.com/javase/8/docs/api/java/util/concurrent/Future.html?is-external=true" title="class or interface in java.util.concurrent">Future</a><<a href="https://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">IgniteModelStorageUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/inference/IgniteModelStorageUtil.html#getAsyncModel-org.apache.ignite.Ignite-java.lang.String-org.apache.ignite.ml.inference.builder.AsyncModelBuilder-">getAsyncModel</a></span>(<a href="../../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> name, |
| <a href="../../../../../../../../org/apache/ignite/ml/inference/builder/AsyncModelBuilder.html" title="interface in org.apache.ignite.ml.inference.builder">AsyncModelBuilder</a> mdlBldr)</code> |
| <div class="block">Retrieves Ignite model by name using asynchronous model builder.</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><a href="https://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><<a href="../../../../../../../../org/apache/ignite/ml/knn/KNNModel.html" title="type parameter in KNNModel">L</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/KNNModel.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int k, |
| <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">Finds <code>k</code> closest elements to the specified point.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected @NotNull <a href="https://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="https://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="https://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="https://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="../../../../../../../../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> |
| </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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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">Make a prediction for the specified input arguments.</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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.utils"> |
| <!-- --> |
| </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/utils/package-summary.html">org.apache.ignite.ml.knn.utils</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/utils/package-summary.html">org.apache.ignite.ml.knn.utils</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 <L> void</code></td> |
| <td class="colLast"><span class="typeNameLabel">PointWithDistanceUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistanceUtil.html#tryToAddIntoHeap-java.util.Queue-int-org.apache.ignite.ml.math.primitives.vector.Vector-java.util.List-org.apache.ignite.ml.math.distances.DistanceMeasure-">tryToAddIntoHeap</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Queue.html?is-external=true" title="class or interface in java.util">Queue</a><<a href="../../../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html" title="class in org.apache.ignite.ml.knn.utils">PointWithDistance</a><L>> heap, |
| int k, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> pnt, |
| <a href="https://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><L>> dataPnts, |
| <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">Util method that adds data points into heap if they fits (if heap size is less than <code>k</code> or a distance from |
| taget point to data point is less than a distance from target point to the most distant data point in heap).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.utils.indices"> |
| <!-- --> |
| </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/utils/indices/package-summary.html">org.apache.ignite.ml.knn.utils.indices</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/utils/indices/package-summary.html">org.apache.ignite.ml.knn.utils.indices</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="https://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><<a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/KDTreeSpatialIndex.html" title="type parameter in KDTreeSpatialIndex">L</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">KDTreeSpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/KDTreeSpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int k, |
| <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">Finds <code>k</code> closest elements to the specified point.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="https://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><<a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/ArraySpatialIndex.html" title="type parameter in ArraySpatialIndex">L</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ArraySpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/ArraySpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int k, |
| <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">Finds <code>k</code> closest elements to the specified point.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="https://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><<a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/BallTreeSpatialIndex.html" title="type parameter in BallTreeSpatialIndex">L</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">BallTreeSpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/BallTreeSpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int k, |
| <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">Finds <code>k</code> closest elements to the specified point.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="https://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><<a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/SpatialIndex.html" title="type parameter in SpatialIndex">L</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">SpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/knn/utils/indices/SpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int k, |
| <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">Finds <code>k</code> closest elements to the specified point.</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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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>default 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="rowColor"> |
| <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="altColor"> |
| <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> |
| <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">JaccardIndex.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/JaccardIndex.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">MinkowskiDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/MinkowskiDistance.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">CosineSimilarity.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/CosineSimilarity.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">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="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">ChebyshevDistance.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/distances/ChebyshevDistance.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.exceptions.preprocessing"> |
| <!-- --> |
| </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/exceptions/preprocessing/package-summary.html">org.apache.ignite.ml.math.exceptions.preprocessing</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/math/exceptions/preprocessing/package-summary.html">org.apache.ignite.ml.math.exceptions.preprocessing</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/exceptions/preprocessing/NonDoubleVectorException.html#NonDoubleVectorException-org.apache.ignite.ml.math.primitives.vector.Vector-">NonDoubleVectorException</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> row)</code> </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">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="https://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">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="https://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">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="https://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">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="https://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">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="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#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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#getPivot--">getPivot</a></span>()</code> |
| <div class="block">Returns the pivot permutation 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#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">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#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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#solve-org.apache.ignite.ml.math.primitives.vector.Vector-">solve</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> b)</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">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="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#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">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="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#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">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="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#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">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> |
| </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">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="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">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="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">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="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">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="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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#solve-org.apache.ignite.ml.math.primitives.vector.Vector-">solve</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> b)</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">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="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> |
| </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">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="https://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">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="https://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">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="https://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">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="https://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">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> |
| <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">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="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">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> |
| </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 subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces 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></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/NamedVector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">NamedVector</a></span></code> |
| <div class="block">A named vector interface based on <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 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">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="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#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">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="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#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">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="https://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">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="https://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">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="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#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>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#concat-org.apache.ignite.ml.math.primitives.vector.Vector...-">concat</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>... vs)</code> |
| <div class="block">Concatenates given vectors.</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#concat-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector...-">concat</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>... vs)</code> |
| <div class="block">Concatenates given 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#concat-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">concat</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)</code> |
| <div class="block">Concatenates two given 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#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">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#copyOfRange-int-int-">copyOfRange</a></span>(int from, |
| int to)</code> |
| <div class="block">Copies the specified range of the vector into a new 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#copyOfRange-int-int-">copyOfRange</a></span>(int from, |
| int to)</code> |
| <div class="block">Copies the specified range of the vector into a new 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#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/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><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>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><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#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#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#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">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="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--">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-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#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#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="https://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="https://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="https://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.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="https://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="https://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="https://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.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="https://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.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="https://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="https://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="https://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="https://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="https://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="https://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="https://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#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#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#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--">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-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">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>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-double-">num2Vec</a></span>(double val)</code> |
| <div class="block">Wrap specified value into 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#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="https://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">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="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#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">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="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#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">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="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#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">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#setRaw-int-java.io.Serializable-">setRaw</a></span>(int idx, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a> 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">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#setRaw-int-java.io.Serializable-">setRaw</a></span>(int idx, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a> 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">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#setRawX-int-java.io.Serializable-">setRawX</a></span>(int idx, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a> 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">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#setRawX-int-java.io.Serializable-">setRawX</a></span>(int idx, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a> 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">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="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#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">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="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#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">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="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#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">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="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#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">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="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#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="https://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="https://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="https://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> 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>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/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#getProjector-int:A-">getProjector</a></span>(int[] mapping)</code> |
| <div class="block">Get projector from index mapping.</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/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#getProjector-int:A-">getProjector</a></span>(int[] mapping)</code> |
| <div class="block">Get projector from index mapping.</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">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="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#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#concat-org.apache.ignite.ml.math.primitives.vector.Vector...-">concat</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>... vs)</code> |
| <div class="block">Concatenates given 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#concat-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector...-">concat</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>... vs)</code> |
| <div class="block">Concatenates given vectors.</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#concat-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector...-">concat</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>... vs)</code> |
| <div class="block">Concatenates given 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#concat-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">concat</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)</code> |
| <div class="block">Concatenates two given vectors.</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#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">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="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">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="altColor"> |
| <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="rowColor"> |
| <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="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">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="https://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="https://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="https://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="https://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">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="https://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="https://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="https://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="https://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">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="rowColor"> |
| <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="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#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="https://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="https://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="https://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">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="https://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="https://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="https://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">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="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#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">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="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#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">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="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#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="https://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="https://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="https://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/DelegatingNamedVector.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl">DelegatingNamedVector</a></span></code> |
| <div class="block">Delegating named vector that delegates all operations to underlying vector and adds implementation of |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/NamedVector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>NamedVector</code></a> functionality using embedded map that maps string index on real integer index.</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/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="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/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="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/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="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/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="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/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="https://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#copyOfRange-int-int-">copyOfRange</a></span>(int from, |
| int to)</code> |
| <div class="block">Copies the specified range of the vector into a new 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#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><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="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#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">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="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">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="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">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="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#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">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="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#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#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">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="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.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="https://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="https://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="https://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">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="https://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#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="https://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="https://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="https://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#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">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="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-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">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="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#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">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#setRaw-int-java.io.Serializable-">setRaw</a></span>(int idx, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a> 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#setRawX-int-java.io.Serializable-">setRawX</a></span>(int idx, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a> 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#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">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="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">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="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-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-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">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="https://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="https://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="https://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="https://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="https://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="https://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="https://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/DelegatingNamedVector.html#DelegatingNamedVector-org.apache.ignite.ml.math.primitives.vector.Vector-java.util.Map-">DelegatingNamedVector</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, |
| <a href="https://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="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> map)</code> |
| <div class="block">Constructs a new instance of delegating named vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <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.stat"> |
| <!-- --> |
| </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/stat/package-summary.html">org.apache.ignite.ml.math.stat</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/stat/package-summary.html">org.apache.ignite.ml.math.stat</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">DistributionMixture.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/DistributionMixture.html#componentsProbs--">componentsProbs</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">DistributionMixture.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/DistributionMixture.html#likelihood-org.apache.ignite.ml.math.primitives.vector.Vector-">likelihood</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)</code> </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">MultivariateGaussianDistribution.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/MultivariateGaussianDistribution.html#mean--">mean</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/math/stat/package-summary.html">org.apache.ignite.ml.math.stat</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">DistributionMixture.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/DistributionMixture.html#likelihood-org.apache.ignite.ml.math.primitives.vector.Vector-">likelihood</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)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">MultivariateGaussianDistribution.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/MultivariateGaussianDistribution.html#prob-org.apache.ignite.ml.math.primitives.vector.Vector-">prob</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)</code></td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Distribution.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/Distribution.html#prob-org.apache.ignite.ml.math.primitives.vector.Vector-">prob</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)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><span class="typeNameLabel">DistributionMixture.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/DistributionMixture.html#prob-org.apache.ignite.ml.math.primitives.vector.Vector-">prob</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)</code></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/stat/package-summary.html">org.apache.ignite.ml.math.stat</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/stat/DistributionMixture.html#DistributionMixture-org.apache.ignite.ml.math.primitives.vector.Vector-java.util.List-">DistributionMixture</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> componentProbs, |
| <a href="https://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/stat/DistributionMixture.html" title="type parameter in DistributionMixture">C</a>> distributions)</code> |
| <div class="block">Creates an instance of DistributionMixture.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/MultivariateGaussianDistribution.html#MultivariateGaussianDistribution-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.matrix.Matrix-">MultivariateGaussianDistribution</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> mean, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> covariance)</code> |
| <div class="block">Constructs an instance of MultivariateGaussianDistribution.</div> |
| </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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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="https://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.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/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</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/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</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/multiclass/MultiClassModel.html" title="class in org.apache.ignite.ml.multiclass">MultiClassModel</a><M extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">Base class for multi-classification model for set of classifiers.</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/multiclass/OneVsRestTrainer.html" title="class in org.apache.ignite.ml.multiclass">OneVsRestTrainer</a><M extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">This is a common heuristic trainer for multi-class labeled models.</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/multiclass/package-summary.html">org.apache.ignite.ml.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="https://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">MultiClassModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/multiclass/MultiClassModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.compound"> |
| <!-- --> |
| </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/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</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/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</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="https://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">CompoundNaiveBayesModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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">Make a prediction for the specified input arguments.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.discrete"> |
| <!-- --> |
| </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/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</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/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</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="https://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">DiscreteNaiveBayesModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">DiscreteNaiveBayesModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesModel.html#probabilityPowers-org.apache.ignite.ml.math.primitives.vector.Vector-">probabilityPowers</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">Returns an array where the index correapons a label, and value corresponds <code>log(probability)</code> to be this label.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.gaussian"> |
| <!-- --> |
| </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/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</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/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</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="https://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">GaussianNaiveBayesModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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">Returns a number of class to which the input belongs.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">GaussianNaiveBayesModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesModel.html#probabilityPowers-org.apache.ignite.ml.math.primitives.vector.Vector-">probabilityPowers</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">Returns an array where the index correapons a label, and value corresponds <code>log(probability)</code> to be this label.</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> |
| </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><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">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> |
| <tr class="rowColor"> |
| <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> |
| </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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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.IgniteModel-">withInternalMdl</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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.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 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.preprocessing.Preprocessor-">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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>> 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.recommendation"> |
| <!-- --> |
| </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/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</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/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</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="https://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/recommendation/RecommendationModel.html" title="type parameter in RecommendationModel">O</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">RecommendationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html#getObjMatrix--">getObjMatrix</a></span>()</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="https://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/recommendation/RecommendationModel.html" title="type parameter in RecommendationModel">S</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">RecommendationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html#getSubjMatrix--">getSubjMatrix</a></span>()</code> </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/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</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/recommendation/RecommendationModel.html#RecommendationModel-java.util.Map-java.util.Map-">RecommendationModel</a></span>(<a href="https://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/recommendation/RecommendationModel.html" title="type parameter in RecommendationModel">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objMatrix, |
| <a href="https://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/recommendation/RecommendationModel.html" title="type parameter in RecommendationModel">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjMatrix)</code> |
| <div class="block">Constructs a new instance of recommendation model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html#RecommendationModel-java.util.Map-java.util.Map-">RecommendationModel</a></span>(<a href="https://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/recommendation/RecommendationModel.html" title="type parameter in RecommendationModel">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objMatrix, |
| <a href="https://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/recommendation/RecommendationModel.html" title="type parameter in RecommendationModel">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjMatrix)</code> |
| <div class="block">Constructs a new instance of recommendation model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.recommendation.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/recommendation/util/package-summary.html">org.apache.ignite.ml.recommendation.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/recommendation/util/package-summary.html">org.apache.ignite.ml.recommendation.util</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="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</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">MatrixFactorizationGradient.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#getObjGrad--">getObjGrad</a></span>()</code> |
| <div class="block">Returns gradient of object of recommendation matrix (unmodifiable).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</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">MatrixFactorizationGradient.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#getSubjGrad--">getSubjGrad</a></span>()</code> |
| <div class="block">Returns gradient of subject of recommendation function (unmodifiable).</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/recommendation/util/package-summary.html">org.apache.ignite.ml.recommendation.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>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixFactorizationGradient.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#applyGradient-java.util.Map-java.util.Map-">applyGradient</a></span>(<a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objMatrix, |
| <a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjMatrix)</code> |
| <div class="block">Applies given gradient to recommendation model (object matrix and subject matrix) and updates this model |
| correspondingly.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixFactorizationGradient.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#applyGradient-java.util.Map-java.util.Map-">applyGradient</a></span>(<a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objMatrix, |
| <a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjMatrix)</code> |
| <div class="block">Applies given gradient to recommendation model (object matrix and subject matrix) and updates this model |
| correspondingly.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="class in org.apache.ignite.ml.recommendation.util">MatrixFactorizationGradient</a><<a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">S</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">RecommendationDatasetData.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.html#calculateGradient-java.util.Map-java.util.Map-int-int-double-double-">calculateGradient</a></span>(<a href="https://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/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objMatrix, |
| <a href="https://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/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjMatrix, |
| int batchSize, |
| int seed, |
| double regParam, |
| double learningRate)</code> |
| <div class="block">Calculates gradient of the loss function of recommendation system SGD training.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="class in org.apache.ignite.ml.recommendation.util">MatrixFactorizationGradient</a><<a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">S</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">RecommendationDatasetData.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.html#calculateGradient-java.util.Map-java.util.Map-int-int-double-double-">calculateGradient</a></span>(<a href="https://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/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objMatrix, |
| <a href="https://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/recommendation/util/RecommendationDatasetData.html" title="type parameter in RecommendationDatasetData">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjMatrix, |
| int batchSize, |
| int seed, |
| double regParam, |
| double learningRate)</code> |
| <div class="block">Calculates gradient of the loss function of recommendation system SGD 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>Constructor parameters in <a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/package-summary.html">org.apache.ignite.ml.recommendation.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="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/recommendation/util/MatrixFactorizationGradient.html#MatrixFactorizationGradient-java.util.Map-java.util.Map-int-">MatrixFactorizationGradient</a></span>(<a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objGrad, |
| <a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjGrad, |
| int rows)</code> |
| <div class="block">Constructs a new instance of matrix factorization gradient.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#MatrixFactorizationGradient-java.util.Map-java.util.Map-int-">MatrixFactorizationGradient</a></span>(<a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> objGrad, |
| <a href="https://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/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> subjGrad, |
| int rows)</code> |
| <div class="block">Constructs a new instance of matrix factorization gradient.</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">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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</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"> |
| <!-- --> |
| </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/package-summary.html">org.apache.ignite.ml.regressions.logistic</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/package-summary.html">org.apache.ignite.ml.regressions.logistic</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/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/package-summary.html">org.apache.ignite.ml.regressions.logistic</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="https://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/LogisticRegressionModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic">LogisticRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/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 constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../../../org/apache/ignite/ml/regressions/logistic/package-summary.html">org.apache.ignite.ml.regressions.logistic</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/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.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/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a><M extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,K,V></span></code> |
| <div class="block">Cross validation score calculator.</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/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><M extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,K,V></span></code> |
| <div class="block">Cross validation score calculator.</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/selection/cv/DebugCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">DebugCrossValidation</a><M extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,K,V></span></code> |
| <div class="block">Cross validation score calculator.</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.lang.IgniteBiPredicate-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.IgniteModel-">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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>> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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.preprocessing.Preprocessor-org.apache.ignite.ml.IgniteModel-">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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>> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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.preprocessing.Preprocessor-org.apache.ignite.ml.IgniteModel-">LocalLabelPairCursor</a></span>(<a href="https://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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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>> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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.ml.dataset.DatasetBuilder-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric...-">evaluate</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a>... metrics)</code> |
| <div class="block">Evaluate model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">evaluate</a></span>(<a href="https://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> 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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">evaluate</a></span>(<a href="https://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> 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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">evaluate</a></span>(<a href="https://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> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">evaluate</a></span>(<a href="https://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> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/metric/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateBinaryClassification-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateBinaryClassification-org.apache.ignite.IgniteCache-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateBinaryClassification-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</a></span>(<a href="https://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> 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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateBinaryClassification-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</a></span>(<a href="https://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> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateRegression-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateRegression-org.apache.ignite.IgniteCache-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateRegression-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</a></span>(<a href="https://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> 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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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#evaluateRegression-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</a></span>(<a href="https://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> dataCache, |
| <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.evaluator.aggregator"> |
| <!-- --> |
| </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/aggregator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</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/aggregator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</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>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">RegressionMetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/RegressionMetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> model, |
| <a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">ClassificationMetricsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/evaluator/aggregator/ClassificationMetricsAggregator.html" title="type parameter in ClassificationMetricsAggregator">L</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.html" title="type parameter in ClassificationMetricsAggregator">L</a>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">BinaryClassificationPointwiseMetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html" title="type parameter in BinaryClassificationPointwiseMetricStatsAggregator">L</a>> mdl, |
| <a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html" title="type parameter in BinaryClassificationPointwiseMetricStatsAggregator">L</a>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">MetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/MetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/evaluator/aggregator/MetricStatsAggregator.html" title="type parameter in MetricStatsAggregator">L</a>> model, |
| <a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/MetricStatsAggregator.html" title="type parameter in MetricStatsAggregator">L</a>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</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> |
| </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-">emptyVector</a></span>(int size)</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> |
| <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/structures/package-summary.html">org.apache.ignite.ml.structures</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/structures/LabeledVector.html#LabeledVector-org.apache.ignite.ml.math.primitives.vector.Vector-L-">LabeledVector</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, |
| <a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="type parameter in LabeledVector">L</a> lb)</code> |
| <div class="block">Construct labeled vector.</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">SVMLinearClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.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="https://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">SVMLinearClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.html#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.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 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/SVMLinearClassificationModel.html#SVMLinearClassificationModel-org.apache.ignite.ml.math.primitives.vector.Vector-double-">SVMLinearClassificationModel</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>Methods in <a href="../../../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</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">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <M extends <a href="../../../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,L><br><a href="../../../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a><L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainerTransformers.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/TrainerTransformers.html#makeBagged-org.apache.ignite.ml.trainers.DatasetTrainer-int-double-int-int-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">makeBagged</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M,L> trainer, |
| int ensembleSize, |
| double subsampleRatio, |
| int featureVectorSize, |
| int featuresSubspaceDim, |
| <a href="../../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> aggregator)</code> |
| <div class="block">Add bagging logic to a given trainer.</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/trainers/package-summary.html">org.apache.ignite.ml.trainers</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>default <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">FeatureLabelExtractor.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html#extractFeatures-K-V-">extractFeatures</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html" title="type parameter in FeatureLabelExtractor">K</a> key, |
| <a href="../../../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html" title="type parameter in FeatureLabelExtractor">V</a> val)</code> |
| <div class="block">Extract features from key and value.</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/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><a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#afterFeatureExtractor-org.apache.ignite.ml.math.functions.IgniteFunction-">afterFeatureExtractor</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> after)</code> |
| <div class="block">Specify function which will be applied after feature extractor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetTrainer</a><<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>,<a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#afterFeatureExtractor-org.apache.ignite.ml.math.functions.IgniteFunction-">afterFeatureExtractor</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> after)</code> |
| <div class="block">Specify function which will be applied after feature extractor.</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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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> |
| <div class="block">Make a prediction for the specified input arguments.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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">Make a prediction for the specified input arguments.</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="https://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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://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.preprocessing.Preprocessor-">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> vectorizer)</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.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> |
| <div class="block">Returns feature value in according to kth order statistic.</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="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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">Make a prediction for the specified input arguments.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="https://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#predict-org.apache.ignite.ml.math.primitives.vector.Vector-">predict</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">Make a prediction for the specified input arguments.</div> |
| </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> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.util.generators"> |
| <!-- --> |
| </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/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</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/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</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>default <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/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-org.apache.ignite.lang.IgniteBiPredicate-int-">asDatasetBuilder</a></span>(int datasetSize, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> filter, |
| int partitions)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <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/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">asDatasetBuilder</a></span>(int datasetSize, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> filter, |
| int partitions, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> upstreamTransformerBuilder)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <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/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-int-">asDatasetBuilder</a></span>(int datasetSize, |
| int partitions)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <a href="https://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/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asMap-int-">asMap</a></span>(int datasetSize)</code> |
| <div class="block">Convert first N values from stream to map.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <a href="https://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#unlabeled--">unlabeled</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>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</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>default <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/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-org.apache.ignite.lang.IgniteBiPredicate-int-">asDatasetBuilder</a></span>(int datasetSize, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> filter, |
| int partitions)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <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/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">asDatasetBuilder</a></span>(int datasetSize, |
| <a href="../../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> filter, |
| int partitions, |
| <a href="../../../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> upstreamTransformerBuilder)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <a href="https://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a><<a href="../../../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="https://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">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#labeled-org.apache.ignite.ml.math.functions.IgniteFunction-">labeled</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> classifier)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#mapVectors-org.apache.ignite.ml.math.functions.IgniteFunction-">mapVectors</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> f)</code> |
| <div class="block">Apply user defined mapper to vectors stream without labels hiding.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#mapVectors-org.apache.ignite.ml.math.functions.IgniteFunction-">mapVectors</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> f)</code> |
| <div class="block">Apply user defined mapper to vectors stream without labels hiding.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.util.generators.primitives.scalar"> |
| <!-- --> |
| </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/util/generators/primitives/scalar/package-summary.html">org.apache.ignite.ml.util.generators.primitives.scalar</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/util/generators/primitives/scalar/package-summary.html">org.apache.ignite.ml.util.generators.primitives.scalar</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>default <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">RandomProducer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/scalar/RandomProducer.html#noizify-org.apache.ignite.ml.math.primitives.vector.Vector-">noizify</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">Adds values generated by random producer to each vector value.</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/util/generators/primitives/scalar/package-summary.html">org.apache.ignite.ml.util.generators.primitives.scalar</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>default <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">RandomProducer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/scalar/RandomProducer.html#noizify-org.apache.ignite.ml.math.primitives.vector.Vector-">noizify</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">Adds values generated by random producer to each vector value.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.util.generators.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/util/generators/primitives/vector/package-summary.html">org.apache.ignite.ml.util.generators.primitives.vector</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/util/generators/primitives/vector/package-summary.html">org.apache.ignite.ml.util.generators.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">VectorGeneratorsFamily.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorsFamily.html#get--">get</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">ParametricVectorGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/ParametricVectorGenerator.html#get--">get</a></span>()</code></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">VectorGeneratorsFamily.VectorWithDistributionId.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorsFamily.VectorWithDistributionId.html#vector--">vector</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/util/generators/primitives/vector/package-summary.html">org.apache.ignite.ml.util.generators.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>static <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGeneratorPrimitives.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorPrimitives.html#constant-org.apache.ignite.ml.math.primitives.vector.Vector-">constant</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>static <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGeneratorPrimitives.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorPrimitives.html#gauss-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">gauss</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> means, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> variances)</code> |
| <div class="block">Returns vector generator of vectors from multidimensional gauss distribution.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGeneratorPrimitives.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorPrimitives.html#gauss-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-java.lang.Long-">gauss</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> means, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> variances, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a> seed)</code> |
| <div class="block">Returns vector generator of vectors from multidimensional gauss distribution.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html#move-org.apache.ignite.ml.math.primitives.vector.Vector-">move</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">Moves all vectors to other position by summing with input vector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGeneratorPrimitives.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorPrimitives.html#parallelogram-org.apache.ignite.ml.math.primitives.vector.Vector-">parallelogram</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> bounds)</code> |
| <div class="block">Returns vector generator of vectors from multidimensional uniform distribution around zero.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGeneratorPrimitives.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorPrimitives.html#parallelogram-org.apache.ignite.ml.math.primitives.vector.Vector-long-">parallelogram</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> bounds, |
| long seed)</code> |
| <div class="block">Returns vector generator of vectors from multidimensional uniform distribution around zero.</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/util/generators/primitives/vector/package-summary.html">org.apache.ignite.ml.util.generators.primitives.vector</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>default <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html#filter-org.apache.ignite.lang.IgnitePredicate-">filter</a></span>(<a href="../../../../../../../../org/apache/ignite/lang/IgnitePredicate.html" title="interface in org.apache.ignite.lang">IgnitePredicate</a><<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> predicate)</code> |
| <div class="block">Filters values of vector generator using predicate.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html#map-org.apache.ignite.ml.math.functions.IgniteFunction-">map</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> mapper)</code> |
| <div class="block">Maps values of vector generator using mapper.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html" title="interface in org.apache.ignite.ml.util.generators.primitives.vector">VectorGenerator</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html#map-org.apache.ignite.ml.math.functions.IgniteFunction-">map</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/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> mapper)</code> |
| <div class="block">Maps values of vector generator using mapper.</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/util/generators/primitives/vector/package-summary.html">org.apache.ignite.ml.util.generators.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="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/util/generators/primitives/vector/VectorGeneratorsFamily.VectorWithDistributionId.html#VectorWithDistributionId-org.apache.ignite.ml.math.primitives.vector.Vector-int-">VectorWithDistributionId</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, |
| int distributionId)</code> |
| <div class="block">Creates an instance of VectorWithDistributionId.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.util.generators.standard"> |
| <!-- --> |
| </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/util/generators/standard/package-summary.html">org.apache.ignite.ml.util.generators.standard</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/util/generators/standard/package-summary.html">org.apache.ignite.ml.util.generators.standard</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/util/generators/standard/GaussianMixtureDataStream.Builder.html" title="class in org.apache.ignite.ml.util.generators.standard">GaussianMixtureDataStream.Builder</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GaussianMixtureDataStream.Builder.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/util/generators/standard/GaussianMixtureDataStream.Builder.html#add-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.math.primitives.vector.Vector-">add</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> mean, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> variance)</code> |
| <div class="block">Adds multidimensional gaussian component.</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/util/generators/standard/package-summary.html">org.apache.ignite.ml.util.generators.standard</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/util/generators/standard/RegressionDataStream.html#RegressionDataStream-int-org.apache.ignite.ml.math.functions.IgniteFunction-double-double-">RegressionDataStream</a></span>(int vectorSize, |
| <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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> function, |
| double minXVal, |
| double maxXVal)</code> |
| <div class="block">Creates an instance of RegressionDataStream.</div> |
| </td> |
| </tr> |
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