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| <h2 title="Uses of Interface org.apache.ignite.ml.math.functions.IgniteFunction" class="title">Uses of Interface<br>org.apache.ignite.ml.math.functions.IgniteFunction</h2> |
| </div> |
| <div class="classUseContainer"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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">org.apache.ignite.ml</a></td> |
| <td class="colLast"> |
| <div class="block">Root ML package.</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.dataset">org.apache.ignite.ml.dataset</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for machine learning dataset classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.cache.util">org.apache.ignite.ml.dataset.impl.cache.util</a></td> |
| <td class="colLast"> |
| <div class="block">Contains util classes used in cache based implementation of dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.classification">org.apache.ignite.ml.knn.classification</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.regression">org.apache.ignite.ml.knn.regression</a></td> |
| <td class="colLast"> |
| <div class="block">Contains helper classes for kNN regression algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math">org.apache.ignite.ml.math</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for distributed code algebra.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.distributed">org.apache.ignite.ml.math.distributed</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes for distribution support.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.functions">org.apache.ignite.ml.math.functions</a></td> |
| <td class="colLast"> |
| <div class="block">Contains serializable functions for distributed code algebra.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.impls.matrix">org.apache.ignite.ml.math.impls.matrix</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.impls.storage.vector">org.apache.ignite.ml.math.impls.storage.vector</a></td> |
| <td class="colLast"> |
| <div class="block">Contains specific implementations for vector storage models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.impls.vector">org.apache.ignite.ml.math.impls.vector</a></td> |
| <td class="colLast"> |
| <div class="block">Contains specific implementations for vectors.</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.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="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree">org.apache.ignite.ml.tree</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/package-summary.html">org.apache.ignite.ml</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/package-summary.html">org.apache.ignite.ml</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/Model.html" title="interface in org.apache.ignite.ml">Model</a><T,V></span></code> |
| <div class="block">Basic interface for all models.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</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/clustering/kmeans/ClusterizationModel.html" title="interface in org.apache.ignite.ml.clustering.kmeans">ClusterizationModel</a><P,V></span></code> |
| <div class="block">Base interface for all clusterization models.</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/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> that implement <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></span></code> |
| <div class="block">This class encapsulates result of clusterization by KMeans algorithm.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 <C2 extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><<a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">K</a>,<a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">V</a>,C2></code></td> |
| <td class="colLast"><span class="typeNameLabel">PartitionContextBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html#andThen-org.apache.ignite.ml.math.functions.IgniteFunction-">andThen</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/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">C</a>,C2> fun)</code> |
| <div class="block">Makes a composed partition <code>context</code> builder that first builds a <code>context</code> and then applies the |
| specified function on the result.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <R> R</code></td> |
| <td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html#compute-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-">compute</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="type parameter in Dataset">D</a>,R> map, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><R> reduce)</code> |
| <div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> in the dataset and then reduces |
| <code>map</code> results to final result by using the <code>reduce</code> function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <R> R</code></td> |
| <td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html#compute-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">compute</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="type parameter in Dataset">D</a>,R> map, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><R> reduce, |
| R identity)</code> |
| <div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> in the dataset and then reduces |
| <code>map</code> results to final result by using the <code>reduce</code> function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <I extends <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/Dataset.html" title="type parameter in Dataset">C</a>,<a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>>><br>I</code></td> |
| <td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html#wrap-org.apache.ignite.ml.math.functions.IgniteFunction-">wrap</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/Dataset.html" title="type parameter in Dataset">C</a>,<a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>>,I> wrapper)</code> |
| <div class="block">Wraps this dataset into the specified wrapper to introduce new functionality based on <code>compute</code> and |
| <code>computeWithCtx</code> methods.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache.util"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.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/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.util</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 <R> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><R></code></td> |
| <td class="colLast"><span class="typeNameLabel">ComputeUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/ComputeUtils.html#affinityCallWithRetries-org.apache.ignite.Ignite-java.util.Collection-org.apache.ignite.ml.math.functions.IgniteFunction-int-">affinityCallWithRetries</a></span>(<a href="../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> cacheNames, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,R> fun, |
| int retries)</code> |
| <div class="block">Calls the specified <code>fun</code> function on all partitions so that is't guaranteed that partitions with the same |
| index of all specified caches will be placed on the same node and will not be moved before computation is |
| finished.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <R> <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><R></code></td> |
| <td class="colLast"><span class="typeNameLabel">ComputeUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/ComputeUtils.html#affinityCallWithRetries-org.apache.ignite.Ignite-java.util.Collection-org.apache.ignite.ml.math.functions.IgniteFunction-int-int-">affinityCallWithRetries</a></span>(<a href="../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Collection.html?is-external=true" title="class or interface in java.util">Collection</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> cacheNames, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,R> fun, |
| int retries, |
| int interval)</code> |
| <div class="block">Calls the specified <code>fun</code> function on all partitions so that is't guaranteed that partitions with the same |
| index of all specified caches will be placed on the same node and will not be moved before computation is |
| finished.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a> that implement <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a><K,V></span></code> |
| <div class="block">kNN algorithm model to solve multi-class classification task.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a> that implement <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/knn/regression/KNNRegressionModel.html" title="class in org.apache.ignite.ml.knn.regression">KNNRegressionModel</a><K,V></span></code> |
| <div class="block">This class provides kNN Multiple Linear Regression or Locally [weighted] regression (Simple and Weighted versions).</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/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/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all columns in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/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/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all rows in this matrix.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <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/package-summary.html">org.apache.ignite.ml.math</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Isomorphism.html#Isomorphism-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">Isomorphism</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/Isomorphism.html" title="type parameter in Isomorphism">K</a>,<a href="../../../../../../../org/apache/ignite/ml/math/Isomorphism.html" title="type parameter in Isomorphism">V</a>> forward, |
| <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/Isomorphism.html" title="type parameter in Isomorphism">V</a>,<a href="../../../../../../../org/apache/ignite/ml/math/Isomorphism.html" title="type parameter in Isomorphism">K</a>> back)</code> |
| <div class="block">Build isomorphism with forward and backward functions.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/Isomorphism.html#Isomorphism-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">Isomorphism</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/Isomorphism.html" title="type parameter in Isomorphism">K</a>,<a href="../../../../../../../org/apache/ignite/ml/math/Isomorphism.html" title="type parameter in Isomorphism">V</a>> forward, |
| <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/Isomorphism.html" title="type parameter in Isomorphism">V</a>,<a href="../../../../../../../org/apache/ignite/ml/math/Isomorphism.html" title="type parameter in Isomorphism">K</a>> back)</code> |
| <div class="block">Build isomorphism with forward and backward functions.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.distributed"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/math/distributed/package-summary.html">org.apache.ignite.ml.math.distributed</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/distributed/package-summary.html">org.apache.ignite.ml.math.distributed</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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> void</code></td> |
| <td class="colLast"><span class="typeNameLabel">CacheUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/distributed/CacheUtils.html#map-java.lang.String-org.apache.ignite.ml.math.KeyMapper-org.apache.ignite.ml.math.distributed.ValueMapper-org.apache.ignite.ml.math.functions.IgniteFunction-">map</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> cacheName, |
| <a href="../../../../../../../org/apache/ignite/ml/math/KeyMapper.html" title="interface in org.apache.ignite.ml.math">KeyMapper</a><K> keyMapper, |
| <a href="../../../../../../../org/apache/ignite/ml/math/distributed/ValueMapper.html" title="interface in org.apache.ignite.ml.math.distributed">ValueMapper</a><V> valMapper, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mapper)</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/math/functions/package-summary.html">org.apache.ignite.ml.math.functions</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/functions/IgniteCurriedBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteCurriedBiFunction</a><A,B,T></span></code> |
| <div class="block">Serializable binary function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteCurriedTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteCurriedTriFunction</a><A,B,C,D></span></code> |
| <div class="block">Serializable curried tri-function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a></span></code> |
| <div class="block">Interface for differentiable functions from vector to double.</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> that return <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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,B> <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><A,<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><B>></code></td> |
| <td class="colLast"><span class="typeNameLabel">Functions.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/functions/Functions.html#outputSupplier-org.apache.ignite.ml.math.functions.IgniteFunction-">outputSupplier</a></span>(<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><A,B> f)</code> |
| <div class="block">Transform function of form a -> b into a -> (() -> b).</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 <V> <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/functions/IgniteBiFunction.html" title="type parameter in IgniteBiFunction">T</a>,<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="type parameter in IgniteBiFunction">U</a>,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteBiFunction.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html#andThen-org.apache.ignite.ml.math.functions.IgniteFunction-">andThen</a></span>(<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><? super <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="type parameter in IgniteBiFunction">R</a>,? extends V> after)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <A,B extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Comparable.html?is-external=true" title="class or interface in java.lang">Comparable</a><B>><br><a href="../../../../../../../org/apache/ignite/lang/IgniteBiTuple.html" title="class in org.apache.ignite.lang">IgniteBiTuple</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,A></code></td> |
| <td class="colLast"><span class="typeNameLabel">Functions.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/functions/Functions.html#argmin-java.util.List-org.apache.ignite.ml.math.functions.IgniteFunction-">argmin</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><A> args, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><A,B> f)</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <A,B> <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><A,<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><B>></code></td> |
| <td class="colLast"><span class="typeNameLabel">Functions.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/functions/Functions.html#outputSupplier-org.apache.ignite.ml.math.functions.IgniteFunction-">outputSupplier</a></span>(<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><A,B> f)</code> |
| <div class="block">Transform function of form a -> b into a -> (() -> b).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.impls.matrix"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/math/impls/matrix/package-summary.html">org.apache.ignite.ml.math.impls.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/impls/matrix/package-summary.html">org.apache.ignite.ml.math.impls.matrix</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/impls/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/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all columns in this matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/impls/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/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> fun)</code> |
| <div class="block">Collects the results of applying a given function to all rows in this matrix.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.impls.storage.vector"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/math/impls/storage/vector/package-summary.html">org.apache.ignite.ml.math.impls.storage.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/math/impls/storage/vector/package-summary.html">org.apache.ignite.ml.math.impls.storage.vector</a> that return <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">FunctionVectorStorage.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/impls/storage/vector/FunctionVectorStorage.html#getFunction--">getFunction</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>Constructors in <a href="../../../../../../../org/apache/ignite/ml/math/impls/storage/vector/package-summary.html">org.apache.ignite.ml.math.impls.storage.vector</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/impls/storage/vector/FunctionVectorStorage.html#FunctionVectorStorage-int-org.apache.ignite.ml.math.functions.IgniteFunction-">FunctionVectorStorage</a></span>(int size, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> getFunc)</code> |
| <div class="block">Creates read-only storage.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/impls/storage/vector/FunctionVectorStorage.html#FunctionVectorStorage-int-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IntDoubleToVoidFunction-">FunctionVectorStorage</a></span>(int size, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> getFunc, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IntDoubleToVoidFunction.html" title="interface in org.apache.ignite.ml.math.functions">IntDoubleToVoidFunction</a> setFunc)</code> |
| <div class="block">Creates read-only or read-write storage.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.impls.vector"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/math/impls/vector/package-summary.html">org.apache.ignite.ml.math.impls.vector</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/impls/vector/package-summary.html">org.apache.ignite.ml.math.impls.vector</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/impls/vector/FunctionVector.html#FunctionVector-int-org.apache.ignite.ml.math.functions.IgniteFunction-">FunctionVector</a></span>(int size, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> getFunc)</code> |
| <div class="block">Creates read-only function vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/impls/vector/FunctionVector.html#FunctionVector-int-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IntDoubleToVoidFunction-">FunctionVector</a></span>(int size, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> getFunc, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IntDoubleToVoidFunction.html" title="interface in org.apache.ignite.ml.math.functions">IntDoubleToVoidFunction</a> setFunc)</code> |
| <div class="block">Creates read-write or read-only function vector.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> that implement <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></span></code> |
| <div class="block">Class encapsulating logic of multilayer perceptron.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">UpdatesStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html#allUpdatesReducer--">allUpdatesReducer</a></span>()</code> |
| <div class="block">Get function used to reduce updates from different trainings |
| (for example, averaging of gradients of all parallel trainings).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">UpdatesStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html#locStepUpdatesReducer--">locStepUpdatesReducer</a></span>()</code> |
| <div class="block">Get function used to reduce updates in one training |
| (for example, sum all sequential gradient updates to get one gradient update).</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Vector.html" title="interface in org.apache.ignite.ml.math">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.Matrix-org.apache.ignite.ml.math.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/Vector.html" title="interface in org.apache.ignite.ml.math">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/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a> inputsBatch, |
| <a href="../../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">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 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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Vector.html" title="interface in org.apache.ignite.ml.math">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.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/Vector.html" title="interface in org.apache.ignite.ml.math">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="altColor"> |
| <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/Vector.html" title="interface in org.apache.ignite.ml.math">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/UpdatesStrategy.html#UpdatesStrategy-org.apache.ignite.ml.optimization.updatecalculators.ParameterUpdateCalculator-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">UpdatesStrategy</a></span>(<a href="../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="interface in org.apache.ignite.ml.optimization.updatecalculators">ParameterUpdateCalculator</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">M</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>> updatesCalculator, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>> locStepUpdatesReducer, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>> allUpdatesReducer)</code> |
| <div class="block">Construct instance of this class with given parameters.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html#UpdatesStrategy-org.apache.ignite.ml.optimization.updatecalculators.ParameterUpdateCalculator-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">UpdatesStrategy</a></span>(<a href="../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="interface in org.apache.ignite.ml.optimization.updatecalculators">ParameterUpdateCalculator</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">M</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>> updatesCalculator, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>> locStepUpdatesReducer, |
| <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/UpdatesStrategy.html" title="type parameter in UpdatesStrategy">U</a>> allUpdatesReducer)</code> |
| <div class="block">Construct instance of this class with given parameters.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</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/optimization/SmoothParametrized.html" title="interface in org.apache.ignite.ml.optimization">SmoothParametrized</a><M extends <a href="../../../../../../../org/apache/ignite/ml/optimization/Parametrized.html" title="interface in org.apache.ignite.ml.optimization">Parametrized</a><M>></span></code> |
| <div class="block">Interface for models which are smooth functions of their parameters.</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/package-summary.html">org.apache.ignite.ml.optimization</a> declared as <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Vector.html" title="interface in org.apache.ignite.ml.math">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> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Vector.html" title="interface in org.apache.ignite.ml.math">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.Matrix-org.apache.ignite.ml.math.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/Vector.html" title="interface in org.apache.ignite.ml.math">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/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a> inputsBatch, |
| <a href="../../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/Vector.html" title="interface in org.apache.ignite.ml.math">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/Vector.html" title="interface in org.apache.ignite.ml.math">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> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/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/Vector.html" title="interface in org.apache.ignite.ml.math">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/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/Vector.html" title="interface in org.apache.ignite.ml.math">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/Vector.html" title="interface in org.apache.ignite.ml.math">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/Vector.html" title="interface in org.apache.ignite.ml.math">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> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.linear"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> that implement <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></span></code> |
| <div class="block">Simple linear regression model which predicts result value Y as a linear combination of input variables: |
| Y = weights * X + intercept.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> that implement <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/svm/SVMLinearBinaryClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearBinaryClassificationModel</a></span></code> |
| <div class="block">Base class for SVM linear classification model.</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/svm/SVMLinearMultiClassClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearMultiClassClassificationModel</a></span></code> |
| <div class="block">Base class for multi-classification model for set of SVM classifiers.</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/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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 subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> in <a href="../../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</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/tree/DecisionTreeNode.html" title="interface in org.apache.ignite.ml.tree">DecisionTreeNode</a></span></code> |
| <div class="block">Base interface for decision tree nodes.</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/tree/package-summary.html">org.apache.ignite.ml.tree</a> that implement <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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/tree/DecisionTreeConditionalNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeConditionalNode</a></span></code> |
| <div class="block">Decision tree conditional (non-leaf) node.</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/tree/DecisionTreeLeafNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeLeafNode</a></span></code> |
| <div class="block">Decision tree leaf node which contains value.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| </ul> |
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| <div class="aboutLanguage">Ignite - In-Memory Data Fabric</div> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2018 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Fabric</b> </td> <td>: ver. <strong>2.6.0</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: July 10 2018 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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