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| <h1 title="Uses of Package org.apache.ignite.ml.math" class="title">Uses of Package<br>org.apache.ignite.ml.math</h1> |
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| <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/package-summary.html">org.apache.ignite.ml.math</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.clustering.kmeans">org.apache.ignite.ml.clustering.kmeans</a></td> |
| <td class="colLast"> |
| <div class="block">Contains kMeans clustering algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.classification">org.apache.ignite.ml.knn.classification</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.regression">org.apache.ignite.ml.knn.regression</a></td> |
| <td class="colLast"> |
| <div class="block">Contains helper classes for kNN regression algorithms.</div> |
| </td> |
| </tr> |
| <tr class="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 distributed code algebra.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.decompositions">org.apache.ignite.ml.math.decompositions</a></td> |
| <td class="colLast"> |
| <div class="block">Contains matrix decompositions for distributed code algebra.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.distances">org.apache.ignite.ml.math.distances</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for distances.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.distributed">org.apache.ignite.ml.math.distributed</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes for distribution support.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.functions">org.apache.ignite.ml.math.functions</a></td> |
| <td class="colLast"> |
| <div class="block">Contains serializable functions for distributed code algebra.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.impls.matrix">org.apache.ignite.ml.math.impls.matrix</a></td> |
| <td class="colLast"> |
| <div class="block">Contains several matrix implementations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.impls.storage.matrix">org.apache.ignite.ml.math.impls.storage.matrix</a></td> |
| <td class="colLast"> |
| <div class="block">Contains specific implementations for matrix storage models.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.impls.storage.vector">org.apache.ignite.ml.math.impls.storage.vector</a></td> |
| <td class="colLast"> |
| <div class="block">Contains specific implementations for vector storage models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.impls.vector">org.apache.ignite.ml.math.impls.vector</a></td> |
| <td class="colLast"> |
| <div class="block">Contains specific implementations for vectors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.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> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.linear">org.apache.ignite.ml.regressions.linear</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various linear regressions.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.structures">org.apache.ignite.ml.structures</a></td> |
| <td class="colLast"> |
| <div class="block">Contains some internal utility structures.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
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| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
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| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.html#org.apache.ignite.ml.clustering.kmeans">Vector</a> |
| <div class="block">A vector interface.</div> |
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| <th class="colOne" scope="col">Class and Description</th> |
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| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.html#org.apache.ignite.ml.knn.classification">Vector</a> |
| <div class="block">A vector interface.</div> |
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| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
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| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.html#org.apache.ignite.ml.knn.regression">Vector</a> |
| <div class="block">A vector interface.</div> |
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| <li class="blockList"><a name="org.apache.ignite.ml.math"> |
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| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Constants.html#org.apache.ignite.ml.math">Constants</a> |
| <div class="block">Math constants.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Destroyable.html#org.apache.ignite.ml.math">Destroyable</a> |
| <div class="block">Support for destroying objects that are managed outside of JVM.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Isomorphism.html#org.apache.ignite.ml.math">Isomorphism</a> |
| <div class="block">Function from <code>K</code> to <code>V</code> with defined inverse.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Matrix.html#org.apache.ignite.ml.math">Matrix</a> |
| <div class="block">A matrix interface.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Matrix.Element.html#org.apache.ignite.ml.math">Matrix.Element</a> |
| <div class="block">Holder for matrix's element.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/MatrixStorage.html#org.apache.ignite.ml.math">MatrixStorage</a> |
| <div class="block">Data storage support for <a href="../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math"><code>Matrix</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/MetaAttributes.html#org.apache.ignite.ml.math">MetaAttributes</a> |
| <div class="block">Interface provides support for meta attributes on vectors and matrices.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/StorageOpsMetrics.html#org.apache.ignite.ml.math">StorageOpsMetrics</a> |
| <div class="block">Storage and operation cost characteristics.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Tracer.ColorMapper.html#org.apache.ignite.ml.math">Tracer.ColorMapper</a> |
| <div class="block">Double to color mapper.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.html#org.apache.ignite.ml.math">Vector</a> |
| <div class="block">A vector interface.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.Element.html#org.apache.ignite.ml.math">Vector.Element</a> |
| <div class="block">Holder for vector's element.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/VectorStorage.html#org.apache.ignite.ml.math">VectorStorage</a> |
| <div class="block">Data storage support for <a href="../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math"><code>Vector</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
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| <li class="blockList"><a name="org.apache.ignite.ml.math.decompositions"> |
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| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Destroyable.html#org.apache.ignite.ml.math.decompositions">Destroyable</a> |
| <div class="block">Support for destroying objects that are managed outside of JVM.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Matrix.html#org.apache.ignite.ml.math.decompositions">Matrix</a> |
| <div class="block">A matrix interface.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.html#org.apache.ignite.ml.math.decompositions">Vector</a> |
| <div class="block">A vector interface.</div> |
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| <th class="colOne" scope="col">Class and Description</th> |
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| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.html#org.apache.ignite.ml.math.distances">Vector</a> |
| <div class="block">A vector interface.</div> |
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| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/KeyMapper.html#org.apache.ignite.ml.math.distributed">KeyMapper</a> |
| <div class="block">Maps key objects to index in <a href="../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math"><code>Vector</code></a> or <a href="../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math"><code>Matrix</code></a>.</div> |
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| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Vector.html#org.apache.ignite.ml.math.functions">Vector</a> |
| <div class="block">A vector interface.</div> |
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| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Destroyable.html#org.apache.ignite.ml.math.impls.matrix">Destroyable</a> |
| <div class="block">Support for destroying objects that are managed outside of JVM.</div> |
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| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/math/class-use/Matrix.html#org.apache.ignite.ml.math.impls.matrix">Matrix</a> |
| <div class="block">A matrix interface.</div> |
| </td> |
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