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| <h1 title="Uses of Package org.apache.ignite.ml.dataset" class="title">Uses of Package<br>org.apache.ignite.ml.dataset</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/dataset/package-summary.html">org.apache.ignite.ml.dataset</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.dataset">org.apache.ignite.ml.dataset</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for machine learning dataset classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.cache">org.apache.ignite.ml.dataset.impl.cache</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for cache based implementation of machine learning dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.cache.util">org.apache.ignite.ml.dataset.impl.cache.util</a></td> |
| <td class="colLast"> |
| <div class="block">Contains util classes used in cache based implementation of dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.local">org.apache.ignite.ml.dataset.impl.local</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for local implementation of machine learning dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.primitive">org.apache.ignite.ml.dataset.primitive</a></td> |
| <td class="colLast"> |
| <div class="block">Package that contains basic primitives build on top of <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.primitive.builder.context">org.apache.ignite.ml.dataset.primitive.builder.context</a></td> |
| <td class="colLast"> |
| <div class="block">Contains partition <code>context</code> builders.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.primitive.builder.data">org.apache.ignite.ml.dataset.primitive.builder.data</a></td> |
| <td class="colLast"> |
| <div class="block">Contains partition <code>data</code> builders.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.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.isolve.lsqr">org.apache.ignite.ml.math.isolve.lsqr</a></td> |
| <td class="colLast"> |
| <div class="block">Contains LSQR algorithm implementation.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.nn">org.apache.ignite.ml.nn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains neural networks and related classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing">org.apache.ignite.ml.preprocessing</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for machine learning preprocessing classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.normalization">org.apache.ignite.ml.preprocessing.normalization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains standardization preprocessor.</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.partition">org.apache.ignite.ml.structures.partition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains internal APIs for dataset partitioned labeled datasets.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td> |
| <td class="colLast"> |
| <div class="block">Contains model trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.data">org.apache.ignite.ml.tree.data</a></td> |
| <td class="colLast"> |
| <div class="block">Contains data and data builder required for decision tree trainers built on top of partition based dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.leaf">org.apache.ignite.ml.tree.leaf</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees leaf builders.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.kmeans"> |
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| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> used by <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/DatasetBuilder.html#org.apache.ignite.ml.clustering.kmeans">DatasetBuilder</a> |
| <div class="block">A builder constructing instances of a <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset"> |
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| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> used by <a href="../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/Dataset.html#org.apache.ignite.ml.dataset">Dataset</a> |
| <div class="block">A dataset providing an API that allows to perform generic computations on a distributed data represented as a set of |
| partitions distributed across a cluster or placed locally.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/DatasetBuilder.html#org.apache.ignite.ml.dataset">DatasetBuilder</a> |
| <div class="block">A builder constructing instances of a <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionContextBuilder.html#org.apache.ignite.ml.dataset">PartitionContextBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and makes partition <code>context</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionDataBuilder.html#org.apache.ignite.ml.dataset">PartitionDataBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and partition <code>context</code> and makes partition |
| <code>data</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/UpstreamEntry.html#org.apache.ignite.ml.dataset">UpstreamEntry</a> |
| <div class="block">Entry of the <code>upstream</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache"> |
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| <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/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> used by <a href="../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/Dataset.html#org.apache.ignite.ml.dataset.impl.cache">Dataset</a> |
| <div class="block">A dataset providing an API that allows to perform generic computations on a distributed data represented as a set of |
| partitions distributed across a cluster or placed locally.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/DatasetBuilder.html#org.apache.ignite.ml.dataset.impl.cache">DatasetBuilder</a> |
| <div class="block">A builder constructing instances of a <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionContextBuilder.html#org.apache.ignite.ml.dataset.impl.cache">PartitionContextBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and makes partition <code>context</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionDataBuilder.html#org.apache.ignite.ml.dataset.impl.cache">PartitionDataBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and partition <code>context</code> and makes partition |
| <code>data</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache.util"> |
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| <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/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> used by <a href="../../../../../org/apache/ignite/ml/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.util</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionContextBuilder.html#org.apache.ignite.ml.dataset.impl.cache.util">PartitionContextBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and makes partition <code>context</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionDataBuilder.html#org.apache.ignite.ml.dataset.impl.cache.util">PartitionDataBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and partition <code>context</code> and makes partition |
| <code>data</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/UpstreamEntry.html#org.apache.ignite.ml.dataset.impl.cache.util">UpstreamEntry</a> |
| <div class="block">Entry of the <code>upstream</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.local"> |
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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/dataset/class-use/Dataset.html#org.apache.ignite.ml.dataset.impl.local">Dataset</a> |
| <div class="block">A dataset providing an API that allows to perform generic computations on a distributed data represented as a set of |
| partitions distributed across a cluster or placed locally.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/DatasetBuilder.html#org.apache.ignite.ml.dataset.impl.local">DatasetBuilder</a> |
| <div class="block">A builder constructing instances of a <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionContextBuilder.html#org.apache.ignite.ml.dataset.impl.local">PartitionContextBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and makes partition <code>context</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/PartitionDataBuilder.html#org.apache.ignite.ml.dataset.impl.local">PartitionDataBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and partition <code>context</code> and makes partition |
| <code>data</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
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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/dataset/class-use/Dataset.html#org.apache.ignite.ml.dataset.primitive">Dataset</a> |
| <div class="block">A dataset providing an API that allows to perform generic computations on a distributed data represented as a set of |
| partitions distributed across a cluster or placed locally.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
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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/dataset/class-use/PartitionContextBuilder.html#org.apache.ignite.ml.dataset.primitive.builder.context">PartitionContextBuilder</a> |
| <div class="block">Builder that accepts a partition <code>upstream</code> data and makes partition <code>context</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../org/apache/ignite/ml/dataset/class-use/UpstreamEntry.html#org.apache.ignite.ml.dataset.primitive.builder.context">UpstreamEntry</a> |
| <div class="block">Entry of the <code>upstream</code>.</div> |
| </td> |
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| <li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive.builder.data"> |
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