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<p><a href="sparse__coding_8hpp_source.html">Go to the source code of this file.</a></p>
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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_1sparse__coding_1_1SparseCoding.html">mlpack::sparse_coding::SparseCoding</a></td></tr>
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<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">An implementation of Sparse Coding with Dictionary Learning that achieves sparsity via an l1-norm regularizer on the codes (LASSO) or an (l1+l2)-norm regularizer on the codes (the Elastic Net). <a href="classmlpack_1_1sparse__coding_1_1SparseCoding.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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<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>Nishant Mehta</dd></dl>
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<p>Definition of the SparseCoding class, which performs L1 (LASSO) or L1+L2 (Elastic Net)-regularized sparse coding with dictionary learning</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="sparse__coding_8hpp_source.html">sparse_coding.hpp</a>.</p>
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