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Include dependency graph for pca.hpp:</div>
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<p><a href="pca_8hpp_source.html">Go to the source code of this file.</a></p>
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Classes</h2></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1pca_1_1PCAType.html">mlpack::pca::PCAType< DecompositionPolicy ></a></td></tr>
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<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">This class implements principal components analysis (PCA). <a href="classmlpack_1_1pca_1_1PCAType.html#details">More...</a><br /></td></tr>
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<tr class="memdesc:namespacemlpack"><td class="mdescLeft"> </td><td class="mdescRight">Linear algebra utility functions, generally performed on matrices or vectors. <br /></td></tr>
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<tr class="memitem:namespacemlpack_1_1pca"><td class="memItemLeft" align="right" valign="top">  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlpack_1_1pca.html">mlpack::pca</a></td></tr>
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<tr class="memitem:a89b48ac6fa2787f4d1f69c20ce3d5c20"><td class="memItemLeft" align="right" valign="top">typedef PCAType< ExactSVDPolicy > </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlpack_1_1pca.html#a89b48ac6fa2787f4d1f69c20ce3d5c20">mlpack::pca::PCA</a></td></tr>
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<tr class="memdesc:a89b48ac6fa2787f4d1f69c20ce3d5c20"><td class="mdescLeft"> </td><td class="mdescRight">3.0.0 TODO: break reverse-compatibility by changing <a class="el" href="classmlpack_1_1pca_1_1PCAType.html" title="This class implements principal components analysis (PCA). ">PCAType</a> to PCA. <a href="namespacemlpack_1_1pca.html#a89b48ac6fa2787f4d1f69c20ce3d5c20">More...</a><br /></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><dl class="section author"><dt>Author</dt><dd>Ajinkya Kale </dd>
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<dd>
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Ryan Curtin </dd>
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<dd>
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Marcus Edel</dd></dl>
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<p>Defines the PCA class to perform Principal Components Analysis on the specified data set. There are many variations on how to do this, so template parameters allow the selection of different techniques.</p>
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<p>mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see <a href="http://www.opensource.org/licenses/BSD-3-Clause">http://www.opensource.org/licenses/BSD-3-Clause</a> for more information. </p>
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<p>Definition in file <a class="el" href="pca_8hpp_source.html">pca.hpp</a>.</p>
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