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<h2 title="Uses of Interface org.apache.ignite.ml.environment.LearningEnvironment" class="title">Uses of Interface<br>org.apache.ignite.ml.environment.LearningEnvironment</h2>
</div>
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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/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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.boosting">org.apache.ignite.ml.composition.boosting</a></td>
<td class="colLast">
<div class="block">Contains Gradient Boosting regression and classification abstract classes
allowing regressor type selecting in child classes.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.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.bootstrapping">org.apache.ignite.ml.dataset.impl.bootstrapping</a></td>
<td class="colLast">
<div class="block">Base package for bootstrapped implementation of machine learning dataset.</div>
</td>
</tr>
<tr class="rowColor">
<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="altColor">
<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="rowColor">
<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="altColor">
<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="rowColor">
<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="altColor">
<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="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.environment">org.apache.ignite.ml.environment</a></td>
<td class="colLast">
<div class="block">Package contains environment utils for ML algorithms.</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.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.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="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.recommendation">org.apache.ignite.ml.recommendation</a></td>
<td class="colLast">
<div class="block">Contains recommendation system framework.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.recommendation.util">org.apache.ignite.ml.recommendation.util</a></td>
<td class="colLast">
<div class="block">Contains util classes used in recommendation system framework.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.selection.cv">org.apache.ignite.ml.selection.cv</a></td>
<td class="colLast">
<div class="block">Root package for cross-validation algorithms.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.sparkmodelparser">org.apache.ignite.ml.sparkmodelparser</a></td>
<td class="colLast">
<div class="block">Base package for Spark model parser.</div>
</td>
</tr>
<tr class="rowColor">
<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="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.util.genetic">org.apache.ignite.ml.util.genetic</a></td>
<td class="colLast">
<div class="block">Contains some genetic algorithms for discrete optimization task in ML module locally.</div>
</td>
</tr>
</tbody>
</table>
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation">
<caption><span>Fields in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> declared as <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#trainerEnvironment">trainerEnvironment</a></span></code>
<div class="block">Learning environment used for trainer.</div>
</td>
</tr>
</tbody>
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</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset">
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/dataset/UpstreamTransformer.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformer</a></code></td>
<td class="colLast"><span class="typeNameLabel">UpstreamTransformerBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env)</code>
<div class="block">Create <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformer.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformer</code></a> based on learning environment.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>&lt;C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>&gt;<br><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;C,D&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">V</a>,C&gt;&nbsp;partCtxBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">V</a>,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;localLearningEnv)</code>
<div class="block">Constructs a new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a> that includes allocation required data structures and
initialization of <code>context</code> part of partitions.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">C</a></code></td>
<td class="colLast"><span class="typeNameLabel">PartitionContextBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize)</code>
<div class="block">Builds a new partition <code>context</code> from an <code>upstream</code> data.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">D</a></code></td>
<td class="colLast"><span class="typeNameLabel">PartitionDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">C</a></code></td>
<td class="colLast"><span class="typeNameLabel">PartitionContextBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.stream.Stream-long-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="type parameter in PartitionContextBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize)</code>
<div class="block">Builds a new partition <code>context</code> from an <code>upstream</code> data.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">D</a></code></td>
<td class="colLast"><span class="typeNameLabel">PartitionDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.stream.Stream-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="type parameter in PartitionDataBuilder">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static &lt;K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>&gt;<br><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;C,D&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">create</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a>&lt;K,V&gt;&nbsp;datasetBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a>&lt;K,V,C&gt;&nbsp;partCtxBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;K,V,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;environment)</code>
<div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static &lt;K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>&gt;<br><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;C,D&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">create</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;K,V&gt;&nbsp;upstreamCache,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a>&lt;K,V,C&gt;&nbsp;partCtxBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;K,V,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;environment)</code>
<div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static &lt;K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>&gt;<br><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;C,D&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-java.util.Map-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-int-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">create</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a>&lt;K,V&gt;&nbsp;upstreamMap,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
int&nbsp;partitions,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a>&lt;K,V,C&gt;&nbsp;partCtxBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;K,V,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;environment)</code>
<div class="block">Creates a new instance of local dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>default void</code></td>
<td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html#compute-org.apache.ignite.ml.math.functions.IgniteBiConsumer-">compute</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiConsumer.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiConsumer</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&gt;&nbsp;map)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> in the dataset and
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default &lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html#compute-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-">compute</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> and <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a>
in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html#compute-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">compute</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> and <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a>
in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default void</code></td>
<td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html#computeWithCtx-org.apache.ignite.ml.math.functions.IgniteTriConsumer-">computeWithCtx</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteTriConsumer.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriConsumer</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&gt;&nbsp;map)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code>, <code>context</code> and
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a> in the dataset.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>default &lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html#computeWithCtx-org.apache.ignite.ml.math.functions.IgniteTriFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-">computeWithCtx</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code>, <code>context</code> and
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a> in the dataset and then reduces <code>map</code> results to final
result by using the <code>reduce</code> function.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">Dataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html#computeWithCtx-org.apache.ignite.ml.math.functions.IgniteTriFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">computeWithCtx</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="type parameter in Dataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code>, <code>context</code> and partition
index in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.bootstrapping">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a></code></td>
<td class="colLast"><span class="typeNameLabel">BootstrappedDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-org.apache.ignite.ml.dataset.primitive.context.EmptyContext-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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>&lt;C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>&gt;<br><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDataset</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>,C,D&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">CacheBasedDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>,C&gt;&nbsp;partCtxBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;localLearningEnv)</code>
<div class="block">Constructs a new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a> that includes allocation required data structures and
initialization of <code>context</code> part of partitions.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">CacheBasedDataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html#compute-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">compute</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> and <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a>
in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">CacheBasedDataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html#computeWithCtx-org.apache.ignite.ml.math.functions.IgniteTriFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">computeWithCtx</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code>, <code>context</code> and partition
index in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html#CacheBasedDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-java.util.UUID-boolean-org.apache.ignite.ml.environment.LearningEnvironment-int-">CacheBasedDataset</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">V</a>&gt;&nbsp;upstreamCache,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">V</a>&gt;&nbsp;filter,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;upstreamTransformerBuilder,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">C</a>&gt;&nbsp;datasetCache,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">V</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">D</a>&gt;&nbsp;partDataBuilder,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a>&nbsp;datasetId,
boolean&nbsp;upstreamKeepBinary,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;localLearningEnv,
int&nbsp;retriesCnt)</code>
<div class="block">Constructs a new instance of dataset based on Ignite Cache, which is used as <code>upstream</code> and as reliable storage for
partition <code>context</code> as well.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache.util">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.util</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.util</a> that return <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">ComputeUtils.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/ComputeUtils.html#getLearningEnvironment-org.apache.ignite.Ignite-java.util.UUID-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-">getLearningEnvironment</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a>&nbsp;datasetId,
int&nbsp;part,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder)</code>
<div class="block">Gets learning environment for given partition.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.util</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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 &lt;K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>&gt;<br>D</code></td>
<td class="colLast"><span class="typeNameLabel">ComputeUtils.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/ComputeUtils.html#getData-org.apache.ignite.Ignite-java.lang.String-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-java.lang.String-java.util.UUID-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-boolean-">getData</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;upstreamCacheName,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;K,V&gt;&nbsp;filter,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;transformerBuilder,
<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>&nbsp;datasetCacheName,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a>&nbsp;datasetId,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;K,V,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
boolean&nbsp;isKeepBinary)</code>
<div class="block">Extracts partition <code>data</code> from the local storage, if it's not found in local storage recovers this <code>data</code> from a partition <code>upstream</code> and <code>context</code>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.local">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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>&lt;C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>&gt;<br><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html" title="class in org.apache.ignite.ml.dataset.impl.local">LocalDataset</a>&lt;C,D&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">LocalDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>,C&gt;&nbsp;partCtxBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;learningEnvironment)</code>
<div class="block">Constructs a new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a> that includes allocation required data structures and
initialization of <code>context</code> part of partitions.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">LocalDataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html#compute-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">compute</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html" title="type parameter in LocalDataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> and <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a>
in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">LocalDataset.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html#computeWithCtx-org.apache.ignite.ml.math.functions.IgniteTriFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">computeWithCtx</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html" title="type parameter in LocalDataset">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html" title="type parameter in LocalDataset">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code>, <code>context</code> and partition
index in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/package-summary.html">org.apache.ignite.ml.dataset.primitive</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/package-summary.html">org.apache.ignite.ml.dataset.primitive</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/dataset/primitive/FeatureMatrixWithLabelsOnHeapData.html" title="class in org.apache.ignite.ml.dataset.primitive">FeatureMatrixWithLabelsOnHeapData</a></code></td>
<td class="colLast"><span class="typeNameLabel">FeatureMatrixWithLabelsOnHeapDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/package-summary.html">org.apache.ignite.ml.dataset.primitive</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">DatasetWrapper.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/DatasetWrapper.html#compute-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">compute</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/DatasetWrapper.html" title="type parameter in DatasetWrapper">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code> and <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a>
in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>&lt;R&gt;&nbsp;R</code></td>
<td class="colLast"><span class="typeNameLabel">DatasetWrapper.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/DatasetWrapper.html#computeWithCtx-org.apache.ignite.ml.math.functions.IgniteTriFunction-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-R-">computeWithCtx</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/DatasetWrapper.html" title="type parameter in DatasetWrapper">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/DatasetWrapper.html" title="type parameter in DatasetWrapper">D</a>,<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>,R&gt;&nbsp;map,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a>&lt;R&gt;&nbsp;reduce,
R&nbsp;identity)</code>
<div class="block">Applies the specified <code>map</code> function to every partition <code>data</code>, <code>context</code> and partition
index in the dataset and then reduces <code>map</code> results to final result by using the <code>reduce</code> function.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive.builder.context">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/context/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.context</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/context/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.context</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a></code></td>
<td class="colLast"><span class="typeNameLabel">EmptyContextBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/context/EmptyContextBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/context/EmptyContextBuilder.html" title="type parameter in EmptyContextBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/context/EmptyContextBuilder.html" title="type parameter in EmptyContextBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize)</code>
<div class="block">Builds a new partition <code>context</code> from an <code>upstream</code> data.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive.builder.data">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.data</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.data</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data">SimpleLabeledDatasetData</a></code></td>
<td class="colLast"><span class="typeNameLabel">SimpleLabeledDatasetDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data">SimpleDatasetData</a></code></td>
<td class="colLast"><span class="typeNameLabel">SimpleDatasetDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html" title="type parameter in SimpleDatasetDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html" title="type parameter in SimpleDatasetDataBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html" title="type parameter in SimpleDatasetDataBuilder">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.environment">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/environment/package-summary.html">org.apache.ignite.ml.environment</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/environment/package-summary.html">org.apache.ignite.ml.environment</a> declared as <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Field and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">LearningEnvironment.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html#DEFAULT_TRAINER_ENV">DEFAULT_TRAINER_ENV</a></span></code>
<div class="block">Default environment</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/environment/package-summary.html">org.apache.ignite.ml.environment</a> that return <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">LearningEnvironmentBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#buildForTrainer--">buildForTrainer</a></span>()</code>
<div class="block">Builds learning environment for trainer.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">DefaultLearningEnvironmentBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/environment/DefaultLearningEnvironmentBuilder.html#buildForWorker-int-">buildForWorker</a></span>(int&nbsp;part)</code>
<div class="block">Builds <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a> for worker on given partition.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">LearningEnvironmentBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#buildForWorker-int-">buildForWorker</a></span>(int&nbsp;part)</code>
<div class="block">Builds <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironment</code></a> for worker on given partition.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.knn">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/knn/utils/indices/SpatialIndex.html" title="interface in org.apache.ignite.ml.knn.utils.indices">SpatialIndex</a>&lt;<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>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">KNNPartitionDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/KNNPartitionDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-org.apache.ignite.ml.dataset.primitive.context.EmptyContext-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/KNNPartitionDataBuilder.html" title="type parameter in KNNPartitionDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/knn/KNNPartitionDataBuilder.html" title="type parameter in KNNPartitionDataBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.math.isolve.lsqr">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/package-summary.html">org.apache.ignite.ml.math.isolve.lsqr</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/isolve/lsqr/package-summary.html">org.apache.ignite.ml.math.isolve.lsqr</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/isolve/lsqr/LSQROnHeap.html#LSQROnHeap-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">LSQROnHeap</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">V</a>&gt;&nbsp;datasetBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQRPartitionContext.html" title="class in org.apache.ignite.ml.math.isolve.lsqr">LSQRPartitionContext</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data">SimpleLabeledDatasetData</a>&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;localLearningEnv)</code>
<div class="block">Constructs a new instance of OnHeap LSQR algorithm implementation.</div>
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</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/package-summary.html">org.apache.ignite.ml.preprocessing</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/preprocessing/package-summary.html">org.apache.ignite.ml.preprocessing</a> that return <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">PreprocessingTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html#learningEnvironment-org.apache.ignite.ml.preprocessing.Preprocessor-">learningEnvironment</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">V</a>&gt;&nbsp;basePreprocessor)</code>
<div class="block">Returns local learning environment with initialized deploying context by base preprocessor.</div>
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</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.recommendation">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/recommendation/RecommendationTrainer.html" title="class in org.apache.ignite.ml.recommendation">RecommendationTrainer</a></code></td>
<td class="colLast"><span class="typeNameLabel">RecommendationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationTrainer.html#withTrainerEnvironment-org.apache.ignite.ml.environment.LearningEnvironment-">withTrainerEnvironment</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;trainerEnvironment)</code>
<div class="block">Set up trainer learning environment.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.recommendation.util">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/recommendation/util/package-summary.html">org.apache.ignite.ml.recommendation.util</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/recommendation/util/package-summary.html">org.apache.ignite.ml.recommendation.util</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/recommendation/util/RecommendationDatasetData.html" title="class in org.apache.ignite.ml.recommendation.util">RecommendationDatasetData</a>&lt;<a href="../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetDataBuilder.html" title="type parameter in RecommendationDatasetDataBuilder">O</a>,<a href="../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetDataBuilder.html" title="type parameter in RecommendationDatasetDataBuilder">S</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">RecommendationDatasetDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-org.apache.ignite.ml.dataset.primitive.context.EmptyContext-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetDataBuilder.html" title="type parameter in RecommendationDatasetDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetDataBuilder.html" title="type parameter in RecommendationDatasetDataBuilder">Z</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.html" title="class in org.apache.ignite.ml.recommendation.util">RecommendationDatasetData</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">RecommendationBinaryDatasetDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/util/RecommendationBinaryDatasetDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-org.apache.ignite.ml.dataset.primitive.context.EmptyContext-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>,<a href="../../../../../../org/apache/ignite/binary/BinaryObject.html" title="interface in org.apache.ignite.binary">BinaryObject</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.selection.cv">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation">
<caption><span>Fields in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> declared as <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">AbstractCrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#environment">environment</a></span></code>
<div class="block">Learning Environment.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.sparkmodelparser">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/sparkmodelparser/package-summary.html">org.apache.ignite.ml.sparkmodelparser</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/sparkmodelparser/package-summary.html">org.apache.ignite.ml.sparkmodelparser</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../org/apache/ignite/ml/inference/Model.html" title="interface in org.apache.ignite.ml.inference">Model</a></code></td>
<td class="colLast"><span class="typeNameLabel">SparkModelParser.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/sparkmodelparser/SparkModelParser.html#parse-java.lang.String-org.apache.ignite.ml.sparkmodelparser.SupportedSparkModels-org.apache.ignite.ml.environment.LearningEnvironment-">parse</a></span>(<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>&nbsp;pathToMdl,
<a href="../../../../../../org/apache/ignite/ml/sparkmodelparser/SupportedSparkModels.html" title="enum in org.apache.ignite.ml.sparkmodelparser">SupportedSparkModels</a>&nbsp;parsedSparkMdl,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;learningEnvironment)</code>
<div class="block">Load model from parquet (presented as a directory).</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.structures.partition">
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</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/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/structures/partition/LabelPartitionDataOnHeap.html" title="class in org.apache.ignite.ml.structures.partition">LabelPartitionDataOnHeap</a></code></td>
<td class="colLast"><span class="typeNameLabel">LabelPartitionDataBuilderOnHeap.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/partition/LabelPartitionDataBuilderOnHeap.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabelPartitionDataBuilderOnHeap.html" title="type parameter in LabelPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabelPartitionDataBuilderOnHeap.html" title="type parameter in LabelPartitionDataBuilderOnHeap">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabelPartitionDataBuilderOnHeap.html" title="type parameter in LabelPartitionDataBuilderOnHeap">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">LabeledDatasetPartitionDataBuilderOnHeap.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation">
<caption><span>Fields in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> declared as <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#environment">environment</a></span></code>
<div class="block">Learning Environment.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> that return <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td>
<td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#learningEnvironment--">learningEnvironment</a></span>()</code>
<div class="block">Get learning environment.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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>&lt;K,V&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td>
<td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.environment.LearningEnvironment-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a>&lt;K,V&gt;&nbsp;datasetBuilder,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;K,V&gt;&nbsp;preprocessor,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;learningEnvironment)</code>
<div class="block">Trains model based on the specified data.</div>
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<li class="blockList"><a name="org.apache.ignite.ml.tree.data">
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a></code></td>
<td class="colLast"><span class="typeNameLabel">DecisionTreeDataBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;envBuilder,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
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</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.util.genetic">
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> in <a href="../../../../../../org/apache/ignite/ml/util/genetic/package-summary.html">org.apache.ignite.ml.util.genetic</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/util/genetic/package-summary.html">org.apache.ignite.ml.util.genetic</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></span><span class="tabEnd">&nbsp;</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">GeneticAlgorithm.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/genetic/GeneticAlgorithm.html#runParallel-org.apache.ignite.ml.environment.LearningEnvironment-">runParallel</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;environment)</code>
<div class="block">The main method for genetic algorithm.</div>
</td>
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