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<h2 title="Uses of Interface org.apache.ignite.ml.util.generators.DataStreamGenerator" class="title">Uses of Interface<br>org.apache.ignite.ml.util.generators.DataStreamGenerator</h2>
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<div class="classUseContainer">
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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/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</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.math">org.apache.ignite.ml.math</a></td>
<td class="colLast">
<div class="block">Contains main APIs for matrix/vector algebra.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.util.generators">org.apache.ignite.ml.util.generators</a></td>
<td class="colLast">
<div class="block">Contains utility classes for data streams generation.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.util.generators.primitives.vector">org.apache.ignite.ml.util.generators.primitives.vector</a></td>
<td class="colLast">
<div class="block">Contains generators of pseudo-random vectors in according to specific distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.util.generators.standard">org.apache.ignite.ml.util.generators.standard</a></td>
<td class="colLast">
<div class="block">Contains classes for predefined data stream generators.</div>
</td>
</tr>
</tbody>
</table>
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<ul class="blockList">
<li class="blockList"><a name="org.apache.ignite.ml.math">
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<h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a> in <a href="../../../../../../../org/apache/ignite/ml/math/package-summary.html">org.apache.ignite.ml.math</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/ignite/ml/math/package-summary.html">org.apache.ignite.ml.math</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</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 void</code></td>
<td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/Tracer.html#showClassificationDatasetHtml-org.apache.ignite.ml.util.generators.DataStreamGenerator-int-int-int-boolean-">showClassificationDatasetHtml</a></span>(<a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a>&nbsp;generator,
int&nbsp;limit,
int&nbsp;xIdx,
int&nbsp;yIdx,
boolean&nbsp;isLabeled)</code>
<div class="block">Open browser and shows given dataset generator's data on two dimensional plane.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/Tracer.html#showClassificationDatasetHtml-java.lang.String-org.apache.ignite.ml.util.generators.DataStreamGenerator-int-int-int-boolean-">showClassificationDatasetHtml</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;name,
<a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a>&nbsp;generator,
int&nbsp;limit,
int&nbsp;xIdx,
int&nbsp;yIdx,
boolean&nbsp;isLabeled)</code>
<div class="block">Open browser and shows given dataset generator's data on two dimensional plane.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/Tracer.html#showRegressionDatasetInHtml-org.apache.ignite.ml.util.generators.DataStreamGenerator-int-int-">showRegressionDatasetInHtml</a></span>(<a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a>&nbsp;generator,
int&nbsp;limit,
int&nbsp;xIdx)</code>
<div class="block">Open browser and shows given dataset generator's data on two dimensional plane.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">Tracer.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/math/Tracer.html#showRegressionDatasetInHtml-java.lang.String-org.apache.ignite.ml.util.generators.DataStreamGenerator-int-int-">showRegressionDatasetInHtml</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;name,
<a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a>&nbsp;generator,
int&nbsp;limit,
int&nbsp;xIdx)</code>
<div class="block">Open browser and shows given dataset generator's data on two dimensional plane.</div>
</td>
</tr>
</tbody>
</table>
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<h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a> in <a href="../../../../../../../org/apache/ignite/ml/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</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/generators/package-summary.html">org.apache.ignite.ml.util.generators</a> that return <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</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/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#blur-org.apache.ignite.ml.util.generators.primitives.scalar.RandomProducer-">blur</a></span>(<a href="../../../../../../../org/apache/ignite/ml/util/generators/primitives/scalar/RandomProducer.html" title="interface in org.apache.ignite.ml.util.generators.primitives.scalar">RandomProducer</a>&nbsp;rnd)</code>
<div class="block">Apply pseudorandom noize to vectors without labels mapping.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#mapVectors-org.apache.ignite.ml.math.functions.IgniteFunction-">mapVectors</a></span>(<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&gt;&nbsp;f)</code>
<div class="block">Apply user defined mapper to vectors stream without labels hiding.</div>
</td>
</tr>
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<li class="blockList"><a name="org.apache.ignite.ml.util.generators.primitives.vector">
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<h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a> in <a href="../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/package-summary.html">org.apache.ignite.ml.util.generators.primitives.vector</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/package-summary.html">org.apache.ignite.ml.util.generators.primitives.vector</a> that return <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</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/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a></code></td>
<td class="colLast"><span class="typeNameLabel">VectorGeneratorsFamily.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorsFamily.html#asDataStream--">asDataStream</a></span>()</code>
<div class="block">Creates data stream where label of vector == id of distribution from family.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a></code></td>
<td class="colLast"><span class="typeNameLabel">VectorGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.html#asDataStream--">asDataStream</a></span>()</code>
<div class="block">Convert vectors generator to unlabeled data stream generator.</div>
</td>
</tr>
</tbody>
</table>
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<li class="blockList"><a name="org.apache.ignite.ml.util.generators.standard">
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<h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a> in <a href="../../../../../../../org/apache/ignite/ml/util/generators/standard/package-summary.html">org.apache.ignite.ml.util.generators.standard</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation">
<caption><span>Classes in <a href="../../../../../../../org/apache/ignite/ml/util/generators/standard/package-summary.html">org.apache.ignite.ml.util.generators.standard</a> that implement <a href="../../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html" title="interface in org.apache.ignite.ml.util.generators">DataStreamGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/standard/GaussianMixtureDataStream.html" title="class in org.apache.ignite.ml.util.generators.standard">GaussianMixtureDataStream</a></span></code>
<div class="block">Data stream generator representing gaussian mixture.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/standard/RegressionDataStream.html" title="class in org.apache.ignite.ml.util.generators.standard">RegressionDataStream</a></span></code>
<div class="block">Represents a generator of regression data stream based on Vector->Double function where each Vector
was produced from hypercube with sides = [minXValue, maxXValue].</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/standard/RingsDataStream.html" title="class in org.apache.ignite.ml.util.generators.standard">RingsDataStream</a></span></code>
<div class="block">Represents a data stream of vectors produced by family of ring-like distributions around zero blurred
by gauss distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/util/generators/standard/TwoSeparableClassesDataStream.html" title="class in org.apache.ignite.ml.util.generators.standard">TwoSeparableClassesDataStream</a></span></code>
<div class="block">2D-Vectors data stream with two separable classes.</div>
</td>
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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>2021 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>2.11.1</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>:&nbsp;&nbsp; December 20 2021 </td> </tr> </tbody> </table> </td> </tr> </table></small></p>
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