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<div class="subTitle">org.apache.ignite.ml.environment</div>
<h2 title="Interface LearningEnvironmentBuilder" class="title">Interface LearningEnvironmentBuilder</h2>
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<dd><a href="../../../../../org/apache/ignite/ml/environment/DefaultLearningEnvironmentBuilder.html" title="class in org.apache.ignite.ml.environment">DefaultLearningEnvironmentBuilder</a></dd>
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<pre>public interface <span class="typeNameLabel">LearningEnvironmentBuilder</span>
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></pre>
<div class="block">Builder of learning environment.</div>
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<h3>Method Summary</h3>
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<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd">&nbsp;</span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t5" class="tableTab"><span><a href="javascript:show(16);">Default Methods</a></span><span class="tabEnd">&nbsp;</span></span></caption>
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<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tr id="i0" 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"><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 id="i1" 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"><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>
<tr id="i2" class="altColor">
<td class="colFirst"><code>static <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#defaultBuilder--">defaultBuilder</a></span>()</code>
<div class="block">Get default <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironmentBuilder</code></a>.</div>
</td>
</tr>
<tr id="i3" class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withDataTtl-long-">withDataTtl</a></span>(long&nbsp;dataTtl)</code>
<div class="block">Specify partition data time-to-live in seconds (-1 for an infinite lifetime).</div>
</td>
</tr>
<tr id="i4" class="altColor">
<td class="colFirst"><code>default <span class='angle_bracket'>&lt;</span>T extends <a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.Factory.html" title="interface in org.apache.ignite.ml.environment.logging">MLLogger.Factory</a> &amp; <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><span class='angle_bracket'>&gt;</span><br><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withLoggingFactory-T-">withLoggingFactory</a></span>(T&nbsp;loggingFactory)</code>
<div class="block">Specify logging factory.</div>
</td>
</tr>
<tr id="i5" class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withLoggingFactoryDependency-org.apache.ignite.ml.math.functions.IgniteFunction-">withLoggingFactoryDependency</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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/environment/logging/MLLogger.Factory.html" title="interface in org.apache.ignite.ml.environment.logging">MLLogger.Factory</a><span class='angle_bracket'>&gt;</span>&nbsp;loggingFactory)</code>
<div class="block">Specify dependency (partition -> logging factory).</div>
</td>
</tr>
<tr id="i6" class="altColor">
<td class="colFirst"><code>default <span class='angle_bracket'>&lt;</span>T extends <a href="../../../../../org/apache/ignite/ml/environment/parallelism/ParallelismStrategy.html" title="interface in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy</a> &amp; <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><span class='angle_bracket'>&gt;</span><br><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withParallelismStrategy-T-">withParallelismStrategy</a></span>(T&nbsp;stgy)</code>
<div class="block">Specifies Parallelism Strategy for LearningEnvironment.</div>
</td>
</tr>
<tr id="i7" class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withParallelismStrategyDependency-org.apache.ignite.ml.math.functions.IgniteFunction-">withParallelismStrategyDependency</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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/environment/parallelism/ParallelismStrategy.html" title="interface in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy</a><span class='angle_bracket'>&gt;</span>&nbsp;stgy)</code>
<div class="block">Specifies dependency (partition -> Parallelism Strategy for LearningEnvironment).</div>
</td>
</tr>
<tr id="i8" class="altColor">
<td class="colFirst"><code>default <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withParallelismStrategyType-org.apache.ignite.ml.environment.parallelism.ParallelismStrategy.Type-">withParallelismStrategyType</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/parallelism/ParallelismStrategy.Type.html" title="enum in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy.Type</a>&nbsp;stgyType)</code>
<div class="block">Specifies Parallelism Strategy Type for LearningEnvironment.</div>
</td>
</tr>
<tr id="i9" class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withParallelismStrategyTypeDependency-org.apache.ignite.ml.math.functions.IgniteFunction-">withParallelismStrategyTypeDependency</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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/environment/parallelism/ParallelismStrategy.Type.html" title="enum in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy.Type</a><span class='angle_bracket'>&gt;</span>&nbsp;stgyType)</code>
<div class="block">Specifies dependency (partition -> Parallelism Strategy Type for LearningEnvironment).</div>
</td>
</tr>
<tr id="i10" class="altColor">
<td class="colFirst"><code>default <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withRandom-java.util.Random-">withRandom</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Random.html?is-external=true" title="class or interface in java.util">Random</a>&nbsp;random)</code>
<div class="block">Specify random numbers generator for learning environment.</div>
</td>
</tr>
<tr id="i11" class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withRandomDependency-org.apache.ignite.ml.math.functions.IgniteFunction-">withRandomDependency</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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="https://docs.oracle.com/javase/8/docs/api/java/util/Random.html?is-external=true" title="class or interface in java.util">Random</a><span class='angle_bracket'>&gt;</span>&nbsp;rngSupplier)</code>
<div class="block">Specify dependency (partition -> random numbers generator).</div>
</td>
</tr>
<tr id="i12" class="altColor">
<td class="colFirst"><code>default <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withRNGSeed-long-">withRNGSeed</a></span>(long&nbsp;seed)</code>
<div class="block">Specify seed for random number generator.</div>
</td>
</tr>
<tr id="i13" class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html#withRNGSeedDependency-org.apache.ignite.ml.math.functions.IgniteFunction-">withRNGSeedDependency</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a><span class='angle_bracket'>&gt;</span>&nbsp;seed)</code>
<div class="block">Specify dependency (partition -> seed for random number generator).</div>
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<h4>buildForWorker</h4>
<pre><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;buildForWorker(int&nbsp;part)</pre>
<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>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>part</code> - Partition.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd><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.</dd>
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<pre>default&nbsp;<a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;buildForTrainer()</pre>
<div class="block">Builds learning environment for trainer.</div>
<dl>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Learning environment for trainer.</dd>
</dl>
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<h4>withParallelismStrategyTypeDependency</h4>
<pre><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withParallelismStrategyTypeDependency(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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/environment/parallelism/ParallelismStrategy.Type.html" title="enum in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy.Type</a><span class='angle_bracket'>&gt;</span>&nbsp;stgyType)</pre>
<div class="block">Specifies dependency (partition -> Parallelism Strategy Type for LearningEnvironment).</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>stgyType</code> - Function describing dependency (partition -> Parallelism Strategy Type).</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre>default&nbsp;<a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withParallelismStrategyType(<a href="../../../../../org/apache/ignite/ml/environment/parallelism/ParallelismStrategy.Type.html" title="enum in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy.Type</a>&nbsp;stgyType)</pre>
<div class="block">Specifies Parallelism Strategy Type for LearningEnvironment. Same strategy type will be used for all partitions.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>stgyType</code> - Parallelism Strategy Type.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<h4>withParallelismStrategyDependency</h4>
<pre><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withParallelismStrategyDependency(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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/environment/parallelism/ParallelismStrategy.html" title="interface in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy</a><span class='angle_bracket'>&gt;</span>&nbsp;stgy)</pre>
<div class="block">Specifies dependency (partition -> Parallelism Strategy for LearningEnvironment).</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>stgy</code> - Function describing dependency (partition -> Parallelism Strategy).</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
</dl>
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<h4>withParallelismStrategy</h4>
<pre>default&nbsp;<span class='angle_bracket'>&lt;</span>T extends <a href="../../../../../org/apache/ignite/ml/environment/parallelism/ParallelismStrategy.html" title="interface in org.apache.ignite.ml.environment.parallelism">ParallelismStrategy</a> &amp; <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><span class='angle_bracket'>&gt;</span>&nbsp;<a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withParallelismStrategy(T&nbsp;stgy)</pre>
<div class="block">Specifies Parallelism Strategy for LearningEnvironment. Same strategy type will be used for all partitions.</div>
<dl>
<dt><span class="paramLabel">Type Parameters:</span></dt>
<dd><code>T</code> - Parallelism strategy type.</dd>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>stgy</code> - Parallelism Strategy.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<h4>withLoggingFactoryDependency</h4>
<pre><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withLoggingFactoryDependency(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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/environment/logging/MLLogger.Factory.html" title="interface in org.apache.ignite.ml.environment.logging">MLLogger.Factory</a><span class='angle_bracket'>&gt;</span>&nbsp;loggingFactory)</pre>
<div class="block">Specify dependency (partition -> logging factory).</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>loggingFactory</code> - Function describing (partition -> logging factory).</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre>default&nbsp;<span class='angle_bracket'>&lt;</span>T extends <a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.Factory.html" title="interface in org.apache.ignite.ml.environment.logging">MLLogger.Factory</a> &amp; <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><span class='angle_bracket'>&gt;</span>&nbsp;<a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withLoggingFactory(T&nbsp;loggingFactory)</pre>
<div class="block">Specify logging factory.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>loggingFactory</code> - Logging factory.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withRNGSeedDependency(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a><span class='angle_bracket'>&gt;</span>&nbsp;seed)</pre>
<div class="block">Specify dependency (partition -> seed for random number generator). Same seed will be used for all partitions.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>seed</code> - Function describing dependency (partition -> seed for random number generator).</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre>default&nbsp;<a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withRNGSeed(long&nbsp;seed)</pre>
<div class="block">Specify seed for random number generator.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>seed</code> - Seed for random number generator.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withRandomDependency(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><span class='angle_bracket'>&lt;</span><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="https://docs.oracle.com/javase/8/docs/api/java/util/Random.html?is-external=true" title="class or interface in java.util">Random</a><span class='angle_bracket'>&gt;</span>&nbsp;rngSupplier)</pre>
<div class="block">Specify dependency (partition -> random numbers generator).</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>rngSupplier</code> - Function describing dependency (partition -> random numbers generator).</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre>default&nbsp;<a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withRandom(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Random.html?is-external=true" title="class or interface in java.util">Random</a>&nbsp;random)</pre>
<div class="block">Specify random numbers generator for learning environment. Same random will be used for all partitions.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>random</code> - Rrandom numbers generator for learning environment.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre><a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;withDataTtl(long&nbsp;dataTtl)</pre>
<div class="block">Specify partition data time-to-live in seconds (-1 for an infinite lifetime).</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>dataTtl</code> - Partition data time-to-live in seconds (-1 for an infinite lifetime).</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>This object.</dd>
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<pre>static&nbsp;<a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;defaultBuilder()</pre>
<div class="block">Get default <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironmentBuilder</code></a>.</div>
<dl>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Default <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment"><code>LearningEnvironmentBuilder</code></a>.</dd>
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<p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2020 Copyright &#169; Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>:&nbsp;&nbsp; ver. <strong>2.9.1</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>:&nbsp;&nbsp; December 9 2020 </td> </tr> </tbody> </table> </td> </tr> </table></small></p>
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