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<a href="maximal__inputs_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#ifndef MLPACK_METHODS_NN_MAXIMAL_INPUTS_HPP</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#define MLPACK_METHODS_NN_MAXIMAL_INPUTS_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> </div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> </div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00018"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1nn.html"> 18</a></span> <span class="keyword">namespace </span>nn {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="keywordtype">void</span> <a class="code" href="namespacemlpack_1_1nn.html#a5fcd73722265acc12d00ba8d32db6f17">MaximalInputs</a>(<span class="keyword">const</span> arma::mat& parameters, arma::mat& output);</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="keywordtype">void</span> <a class="code" href="namespacemlpack_1_1nn.html#a9887e1e5ada8c7d5fb1ad59dc4d16b4a">NormalizeColByMax</a>(<span class="keyword">const</span> arma::mat& input, arma::mat& output);</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> </div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> } <span class="comment">// namespace nn</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="namespacemlpack_html"><div class="ttname"><a href="namespacemlpack.html">mlpack</a></div><div class="ttdoc">Linear algebra utility functions, generally performed on matrices or vectors. </div><div class="ttdef"><b>Definition:</b> <a href="binarize_8hpp_source.html#l00018">binarize.hpp:18</a></div></div>
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<div class="ttc" id="prereqs_8hpp_html"><div class="ttname"><a href="prereqs_8hpp.html">prereqs.hpp</a></div><div class="ttdoc">The core includes that mlpack expects; standard C++ includes and Armadillo. </div></div>
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<div class="ttc" id="namespacemlpack_1_1nn_html_a5fcd73722265acc12d00ba8d32db6f17"><div class="ttname"><a href="namespacemlpack_1_1nn.html#a5fcd73722265acc12d00ba8d32db6f17">mlpack::nn::MaximalInputs</a></div><div class="ttdeci">void MaximalInputs(const arma::mat &parameters, arma::mat &output)</div><div class="ttdoc">Given a parameters matrix from an autoencoder, maximize the hidden units of the parameters, storing the maximal inputs in the given output matrix. </div></div>
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<div class="ttc" id="namespacemlpack_1_1nn_html_a9887e1e5ada8c7d5fb1ad59dc4d16b4a"><div class="ttname"><a href="namespacemlpack_1_1nn.html#a9887e1e5ada8c7d5fb1ad59dc4d16b4a">mlpack::nn::NormalizeColByMax</a></div><div class="ttdeci">void NormalizeColByMax(const arma::mat &input, arma::mat &output)</div><div class="ttdoc">Normalize each column of the input matrix by its maximum value, if that maximum value is not zero...</div></div>
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