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| <h2 title="Uses of Interface org.apache.ignite.ml.math.primitives.matrix.Matrix" class="title">Uses of Interface<br>org.apache.ignite.ml.math.primitives.matrix.Matrix</h2> |
| </div> |
| <div class="classUseContainer"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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.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.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="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.primitives.vector.storage">org.apache.ignite.ml.math.primitives.vector.storage</a></td> |
| <td class="colLast"> |
| <div class="block">Contains several vector storages.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <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="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> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.stacking"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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 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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#addMatrix2MatrixTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addMatrix2MatrixTrainer</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>Matrix -> Matrix</code> where this trainer is treated as <code>Vector -> Vector</code>, where |
| input <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 turned into <code>1 x cols</code> <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a> and output is a first row of output <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a>.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>,<a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#addMatrix2MatrixTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addMatrix2MatrixTrainer</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>Matrix -> Matrix</code> where this trainer is treated as <code>Vector -> Vector</code>, where |
| input <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 turned into <code>1 x cols</code> <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a> and output is a first row of output <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a>.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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.matrix.Matrix-java.lang.String-">asAscii</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> mtx, |
| <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">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="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#gemm-double-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-double-org.apache.ignite.ml.math.primitives.matrix.Matrix-">gemm</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> b, |
| double beta, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> c)</code> |
| <div class="block">For the moment we have no flags indicating if matrix is transposed or not.</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.matrix.Matrix-java.lang.String-java.lang.String-">saveAsCsv</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> mtx, |
| <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 matrix as CSV file.</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#showAscii-org.apache.ignite.ml.math.primitives.matrix.Matrix-">showAscii</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> mtx)</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.matrix.Matrix-org.apache.ignite.IgniteLogger-java.lang.String-">showAscii</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> mtx, |
| <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.matrix.Matrix-java.lang.String-">showAscii</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> mtx, |
| <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.matrix.Matrix-">showHtml</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> mtx)</code> |
| <div class="block">Shows given matrix 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.matrix.Matrix-boolean-">showHtml</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> mtx, |
| boolean useAsciiFallback)</code> |
| <div class="block">Shows given matrix 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.matrix.Matrix-org.apache.ignite.ml.math.Tracer.ColorMapper-">showHtml</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> mtx, |
| <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 matrix 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.matrix.Matrix-org.apache.ignite.ml.math.Tracer.ColorMapper-boolean-">showHtml</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> mtx, |
| <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 matrix in the browser with D3-based visualization.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/package-summary.html">org.apache.ignite.ml.math.primitives.matrix</a> that implement <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/AbstractMatrix.html" title="class in org.apache.ignite.ml.math.primitives.matrix">AbstractMatrix</a></span></code> |
| <div class="block">This class provides a helper implementation of the <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</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/matrix/package-summary.html">org.apache.ignite.ml.math.primitives.matrix</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#assign-double-">assign</a></span>(double val)</code> |
| <div class="block">Assigns given value to all elements of 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#assign-double-">assign</a></span>(double val)</code> |
| <div class="block">Assigns given value to all elements of 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#assign-double:A:A-">assign</a></span>(double[][] vals)</code> |
| <div class="block">Assigns given values to 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#assign-double:A:A-">assign</a></span>(double[][] vals)</code> |
| <div class="block">Assigns given values to 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#assign-org.apache.ignite.ml.math.functions.IntIntToDoubleFunction-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IntIntToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IntIntToDoubleFunction</a> fun)</code> |
| <div class="block">Assigns each matrix 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/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#assign-org.apache.ignite.ml.math.functions.IntIntToDoubleFunction-">assign</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/math/functions/IntIntToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IntIntToDoubleFunction</a> fun)</code> |
| <div class="block">Assigns each matrix 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/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#assign-org.apache.ignite.ml.math.primitives.matrix.Matrix-">assign</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> mtx)</code> |
| <div class="block">Assigns values from given matrix to 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#assign-org.apache.ignite.ml.math.primitives.matrix.Matrix-">assign</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> mtx)</code> |
| <div class="block">Assigns values from given matrix to 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#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/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#copy--">copy</a></span>()</code> |
| <div class="block">Clones 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#copy--">copy</a></span>()</code> |
| <div class="block">Clones 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#divide-double-">divide</a></span>(double x)</code> |
| <div class="block">Divides each value in this matrix by the argument.</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#divide-double-">divide</a></span>(double d)</code> |
| <div class="block">Divides each value in this matrix by the argument.</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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#getL--">getL</a></span>()</code> |
| <div class="block">Returns the matrix L of the decomposition.</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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#getP--">getP</a></span>()</code> |
| <div class="block">Returns the P rows permutation 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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#getU--">getU</a></span>()</code> |
| <div class="block">Returns the matrix U of the decomposition.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#inverse--">inverse</a></span>()</code> |
| <div class="block">Returns the inverse matrix of this matrix</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#inverse--">inverse</a></span>()</code> |
| <div class="block">Returns the inverse matrix of this matrix</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#like-int-int-">like</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new empty matrix of the same underlying class but of different size.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <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#likeIdentity--">likeIdentity</a></span>()</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#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 matrix through a given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#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 matrix through a given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#map-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</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> mtx, |
| <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 matrix through a given function.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#map-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</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> mtx, |
| <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 matrix through a given function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#minus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">minus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a difference between corresponding value of this matrix and |
| passed in argument matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#minus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">minus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a difference between corresponding value of this matrix and |
| passed in argument matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#plus-double-">plus</a></span>(double x)</code> |
| <div class="block">Creates new matrix where each value is a sum of the corresponding value of this matrix and |
| argument value.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#plus-double-">plus</a></span>(double x)</code> |
| <div class="block">Creates new matrix where each value is a sum of the corresponding value of this matrix and |
| argument value.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#plus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">plus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a sum of corresponding values of this matrix and |
| passed in argument matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#plus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">plus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a sum of corresponding values of this matrix and |
| passed in argument matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#set-int-int-double-">set</a></span>(int row, |
| int col, |
| double val)</code> |
| <div class="block">Sets given value.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#set-int-int-double-">set</a></span>(int row, |
| int col, |
| double val)</code> |
| <div class="block">Sets given value.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#setColumn-int-double:A-">setColumn</a></span>(int col, |
| double[] data)</code> |
| <div class="block">Sets values for given column.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#setColumn-int-double:A-">setColumn</a></span>(int col, |
| double[] data)</code> |
| <div class="block">Sets values for given column.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#setRow-int-double:A-">setRow</a></span>(int row, |
| double[] data)</code> |
| <div class="block">Sets values for given row.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#setRow-int-double:A-">setRow</a></span>(int row, |
| double[] data)</code> |
| <div class="block">Sets values for given row.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#setX-int-int-double-">setX</a></span>(int row, |
| int col, |
| double val)</code> |
| <div class="block">Sets given value without checking for index bounds.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#setX-int-int-double-">setX</a></span>(int row, |
| int col, |
| double val)</code> |
| <div class="block">Sets given value without checking for index bounds.</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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#solve-org.apache.ignite.ml.math.primitives.matrix.Matrix-">solve</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> b)</code> </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#swapColumns-int-int-">swapColumns</a></span>(int col1, |
| int col2)</code> |
| <div class="block">Swaps two columns 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#swapColumns-int-int-">swapColumns</a></span>(int col1, |
| int col2)</code> |
| <div class="block">Swaps two columns 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#swapRows-int-int-">swapRows</a></span>(int row1, |
| int row2)</code> |
| <div class="block">Swaps two rows 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#swapRows-int-int-">swapRows</a></span>(int row1, |
| int row2)</code> |
| <div class="block">Swaps two rows 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#times-double-">times</a></span>(double x)</code> |
| <div class="block">Creates new matrix containing the product of given value and values 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#times-double-">times</a></span>(double x)</code> |
| <div class="block">Creates new matrix containing the product of given value and values 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#times-org.apache.ignite.ml.math.primitives.matrix.Matrix-">times</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> mtx)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument 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#times-org.apache.ignite.ml.math.primitives.matrix.Matrix-">times</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> mtx)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument 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#transpose--">transpose</a></span>()</code> |
| <div class="block">Creates new matrix that is transpose of 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#transpose--">transpose</a></span>()</code> |
| <div class="block">Creates new matrix that is transpose of this matrix.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#assign-org.apache.ignite.ml.math.primitives.matrix.Matrix-">assign</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> mtx)</code> |
| <div class="block">Assigns values from given matrix to 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#assign-org.apache.ignite.ml.math.primitives.matrix.Matrix-">assign</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> mtx)</code> |
| <div class="block">Assigns values from given matrix to 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#map-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</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> mtx, |
| <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 matrix through a given function.</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#map-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.functions.IgniteBiFunction-">map</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> mtx, |
| <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 matrix through a given function.</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#minus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">minus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a difference between corresponding value of this matrix and |
| passed in argument 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#minus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">minus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a difference between corresponding value of this matrix and |
| passed in argument 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#plus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">plus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a sum of corresponding values of this matrix and |
| passed in argument 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#plus-org.apache.ignite.ml.math.primitives.matrix.Matrix-">plus</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> mtx)</code> |
| <div class="block">Creates new matrix where each value is a sum of corresponding values of this matrix and |
| passed in argument 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">LUDecomposition.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#solve-org.apache.ignite.ml.math.primitives.matrix.Matrix-">solve</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> b)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html#times-org.apache.ignite.ml.math.primitives.matrix.Matrix-">times</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> mtx)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.html#times-org.apache.ignite.ml.math.primitives.matrix.Matrix-">times</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> mtx)</code> |
| <div class="block">Creates new matrix that is the product of multiplying this matrix and the argument 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/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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/LUDecomposition.html#LUDecomposition-org.apache.ignite.ml.math.primitives.matrix.Matrix-">LUDecomposition</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">Calculates the LU-decomposition of the given matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.html#LUDecomposition-org.apache.ignite.ml.math.primitives.matrix.Matrix-double-">LUDecomposition</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, |
| double singularityThreshold)</code> |
| <div class="block">Calculates the LUP-decomposition of the given 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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/package-summary.html">org.apache.ignite.ml.math.primitives.matrix.impl</a> that implement <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/impl/DenseMatrix.html" title="class in org.apache.ignite.ml.math.primitives.matrix.impl">DenseMatrix</a></span></code> |
| <div class="block">Basic implementation for 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/matrix/impl/SparseMatrix.html" title="class in org.apache.ignite.ml.math.primitives.matrix.impl">SparseMatrix</a></span></code> |
| <div class="block">Sparse local onheap matrix with <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/SparseVector.html" title="class in org.apache.ignite.ml.math.primitives.vector.impl"><code>SparseVector</code></a> as rows.</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/matrix/impl/ViewMatrix.html" title="class in org.apache.ignite.ml.math.primitives.matrix.impl">ViewMatrix</a></span></code> |
| <div class="block">Implements the rectangular view into the parent <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</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/matrix/impl/package-summary.html">org.apache.ignite.ml.math.primitives.matrix.impl</a> that return <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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">DenseMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/DenseMatrix.html#copy--">copy</a></span>()</code> |
| <div class="block">Clones 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">ViewMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/ViewMatrix.html#copy--">copy</a></span>()</code> |
| <div class="block">Clones 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">SparseMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/SparseMatrix.html#copy--">copy</a></span>()</code> |
| <div class="block">Clones 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">DenseMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/DenseMatrix.html#like-int-int-">like</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new empty matrix of the same underlying class but of different size.</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">ViewMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/ViewMatrix.html#like-int-int-">like</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new empty matrix of the same underlying class but of different size.</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">SparseMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/impl/SparseMatrix.html#like-int-int-">like</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new empty matrix of the same underlying class but of different size.</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/matrix/impl/package-summary.html">org.apache.ignite.ml.math.primitives.matrix.impl</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/impl/ViewMatrix.html#ViewMatrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-int-int-int-">ViewMatrix</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> parent, |
| int rowOff, |
| int colOff, |
| int rows, |
| int cols)</code> </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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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 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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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">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><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#likeMatrix-int-int-">likeMatrix</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new matrix of compatible flavor with given size.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#toMatrix-boolean-">toMatrix</a></span>(boolean rowLike)</code> |
| <div class="block">Converts this vector into [N x 1] or [1 x N] matrix where N is this vector cardinality.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#toMatrix-boolean-">toMatrix</a></span>(boolean rowLike)</code> |
| <div class="block">Converts this vector into [N x 1] or [1 x N] matrix where N is this vector cardinality.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/AbstractVector.html#toMatrixPlusOne-boolean-double-">toMatrixPlusOne</a></span>(boolean rowLike, |
| double zeroVal)</code> |
| <div class="block">Converts this vector into [N+1 x 1] or [1 x N+1] matrix where N is this vector cardinality</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#toMatrixPlusOne-boolean-double-">toMatrixPlusOne</a></span>(boolean rowLike, |
| double zeroVal)</code> |
| <div class="block">Converts this vector into [N+1 x 1] or [1 x N+1] matrix where N is this vector cardinality</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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 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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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">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="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">SparseVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/SparseVector.html#likeMatrix-int-int-">likeMatrix</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new matrix of compatible flavor with given size.</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">DenseVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DenseVector.html#likeMatrix-int-int-">likeMatrix</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new matrix of compatible flavor with given size.</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">VectorView.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorView.html#likeMatrix-int-int-">likeMatrix</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new matrix of compatible flavor with given size.</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">VectorizedViewMatrix.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/VectorizedViewMatrix.html#likeMatrix-int-int-">likeMatrix</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new matrix of compatible flavor with given size.</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#likeMatrix-int-int-">likeMatrix</a></span>(int rows, |
| int cols)</code> |
| <div class="block">Creates new matrix of compatible flavor with given size.</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">DelegatingVector.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.html#toMatrix-boolean-">toMatrix</a></span>(boolean rowLike)</code> |
| <div class="block">Converts this vector into [N x 1] or [1 x N] matrix where N is this vector cardinality.</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#toMatrixPlusOne-boolean-double-">toMatrixPlusOne</a></span>(boolean rowLike, |
| double zeroVal)</code> |
| <div class="block">Converts this vector into [N+1 x 1] or [1 x N+1] matrix where N is this vector cardinality</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/VectorizedViewMatrix.html#VectorizedViewMatrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-int-int-int-">VectorizedViewMatrix</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> parent, |
| int row, |
| int col, |
| int rowStride, |
| int colStride)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.primitives.vector.storage"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> in <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/vector/storage/package-summary.html">org.apache.ignite.ml.math.primitives.vector.storage</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/primitives/vector/storage/package-summary.html">org.apache.ignite.ml.math.primitives.vector.storage</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/storage/VectorizedViewMatrixStorage.html#VectorizedViewMatrixStorage-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-int-int-int-">VectorizedViewMatrixStorage</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> parent, |
| int row, |
| int col, |
| int rowStride, |
| int colStride)</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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">MultivariateGaussianDistribution.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/stat/MultivariateGaussianDistribution.html#covariance--">covariance</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/stat/package-summary.html">org.apache.ignite.ml.math.stat</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#copy-org.apache.ignite.ml.math.primitives.matrix.Matrix-">copy</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 copy of matrix with read-only matrices support.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#elementWiseMinus-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">elementWiseMinus</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)</code> |
| <div class="block">Performs in-place matrix subtraction.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#elementWiseTimes-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">elementWiseTimes</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)</code> |
| <div class="block">Performs in-place matrix multiplication.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#identity-int-">identity</a></span>(int n)</code> |
| <div class="block">Creates the identity matrix with the given size.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#identityLike-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-">identityLike</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 n)</code> |
| <div class="block">Create the identity matrix like a given matrix.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#like-org.apache.ignite.ml.math.primitives.matrix.Matrix-">like</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 matrix with read-only matrices support.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#like-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-int-">like</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 rows, |
| int cols)</code> |
| <div class="block">Create the like matrix with specified size with read-only matrices support.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#copy-org.apache.ignite.ml.math.primitives.matrix.Matrix-">copy</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 copy of matrix with read-only matrices support.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#elementWiseMinus-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">elementWiseMinus</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)</code> |
| <div class="block">Performs in-place matrix subtraction.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#elementWiseTimes-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">elementWiseTimes</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)</code> |
| <div class="block">Performs in-place matrix multiplication.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#identityLike-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-">identityLike</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 n)</code> |
| <div class="block">Create the identity matrix like a given matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#like-org.apache.ignite.ml.math.primitives.matrix.Matrix-">like</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 matrix with read-only matrices support.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <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">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#like-org.apache.ignite.ml.math.primitives.matrix.Matrix-int-int-">like</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 rows, |
| int cols)</code> |
| <div class="block">Create the like matrix with specified size 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#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 void</code></td> |
| <td class="colLast"><span class="typeNameLabel">MatrixUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/math/util/MatrixUtil.html#unflatten-double:A-org.apache.ignite.ml.math.primitives.matrix.Matrix-">unflatten</a></span>(double[] fArr, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> mtx)</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#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.nn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPState.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html#input">input</a></span></code> |
| <div class="block">Input.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <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">MLPLayer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPLayer.html#weights">weights</a></span></code> |
| <div class="block">Weights matrix.</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/nn/package-summary.html">org.apache.ignite.ml.nn</a> with type parameters of type <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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="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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPState.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html#activatorsOutput">activatorsOutput</a></span></code> |
| <div class="block">Output of activators.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPState.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html#linearOutput">linearOutput</a></span></code> |
| <div class="block">Output of linear transformations.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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">MLPState.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html#activatorsOutput-int-">activatorsOutput</a></span>(int layer)</code> |
| <div class="block">Output of activators of given layer.</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">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#forwardPass-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.nn.MLPState-boolean-">forwardPass</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> val, |
| <a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html" title="class in org.apache.ignite.ml.nn">MLPState</a> state, |
| boolean writeState)</code> |
| <div class="block">Perform forward pass and if needed write state of outputs of each layer.</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">MLPState.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html#linearOutput-int-">linearOutput</a></span>(int layer)</code> |
| <div class="block">Output of linear transformation of given layer.</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">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#predict-org.apache.ignite.ml.math.primitives.matrix.Matrix-">predict</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> val)</code> |
| <div class="block">Makes a prediction for the given objects.</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">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#weights-int-">weights</a></span>(int layerIdx)</code> |
| <div class="block">Get weights of layer with given index.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/MLPState.html" title="class in org.apache.ignite.ml.nn">MLPState</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#computeState-org.apache.ignite.ml.math.primitives.matrix.Matrix-">computeState</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> val)</code> |
| <div class="block">Perform forward pass and return state of outputs of each layer.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#forwardPass-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.nn.MLPState-boolean-">forwardPass</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> val, |
| <a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html" title="class in org.apache.ignite.ml.nn">MLPState</a> state, |
| boolean writeState)</code> |
| <div class="block">Perform forward pass and if needed write state of outputs of each layer.</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">MultilayerPerceptron.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html#predict-org.apache.ignite.ml.math.primitives.matrix.Matrix-">predict</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> val)</code> |
| <div class="block">Makes a prediction for the given objects.</div> |
| </td> |
| </tr> |
| <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#setWeights-int-org.apache.ignite.ml.math.primitives.matrix.Matrix-">setWeights</a></span>(int layerIdx, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> weights)</code> |
| <div class="block">Sets the weighs of layer with a given index.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/nn/MLPState.html#MLPState-org.apache.ignite.ml.math.primitives.matrix.Matrix-">MLPState</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> input)</code> |
| <div class="block">Construct MLP state.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#initWeights-org.apache.ignite.ml.math.primitives.matrix.Matrix-">initWeights</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)</code> |
| <div class="block">In-place change values of matrix representing weights.</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#initWeights-org.apache.ignite.ml.math.primitives.matrix.Matrix-">initWeights</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)</code> |
| <div class="block">In-place change values of matrix representing weights.</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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 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/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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 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/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</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#calculateNewUpdate-M-org.apache.ignite.ml.optimization.updatecalculators.NesterovParameterUpdate-int-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">calculateNewUpdate</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/optimization/updatecalculators/NesterovParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">NesterovParameterUpdate</a> updaterParameters, |
| int iteration, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputs, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> groundTruth)</code> |
| <div class="block">Calculate new update.</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#calculateNewUpdate-M-P-int-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">calculateNewUpdate</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/optimization/updatecalculators/ParameterUpdateCalculator.html" title="type parameter in ParameterUpdateCalculator">P</a> updaterParameters, |
| int iteration, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputs, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> groundTruth)</code> |
| <div class="block">Calculate new update.</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">RPropUpdateCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropUpdateCalculator.html#calculateNewUpdate-org.apache.ignite.ml.optimization.SmoothParametrized-org.apache.ignite.ml.optimization.updatecalculators.RPropParameterUpdate-int-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">calculateNewUpdate</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/optimization/updatecalculators/RPropParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">RPropParameterUpdate</a> updaterParams, |
| int iteration, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputs, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> groundTruth)</code> |
| <div class="block">Calculate new update.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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#calculateNewUpdate-org.apache.ignite.ml.optimization.SmoothParametrized-org.apache.ignite.ml.optimization.updatecalculators.SimpleGDParameterUpdate-int-org.apache.ignite.ml.math.primitives.matrix.Matrix-org.apache.ignite.ml.math.primitives.matrix.Matrix-">calculateNewUpdate</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html" title="interface in org.apache.ignite.ml.optimization">SmoothParametrized</a> mlp, |
| <a href="../../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/SimpleGDParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">SimpleGDParameterUpdate</a> updaterParameters, |
| int iteration, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> inputs, |
| <a href="../../../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a> groundTruth)</code> |
| <div class="block">Calculate new update.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2020 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>: ver. <strong>2.9.1</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: December 9 2020 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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