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<a href="join_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>&#160;</div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="preprocessor">#ifndef MLPACK_METHODS_ANN_LAYER_JOIN_HPP</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor">#define MLPACK_METHODS_ANN_LAYER_JOIN_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>&gt;</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;</div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="keyword">namespace </span>ann {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="keyword">template</span>&lt;</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; <span class="keyword">typename</span> InputDataType = arma::mat,</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; <span class="keyword">typename</span> OutputDataType = arma::mat</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;&gt;</div><div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html"> 33</a></span>&#160;<span class="keyword">class </span><a class="code" href="classmlpack_1_1ann_1_1Join.html">Join</a></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;{</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; <span class="keyword">public</span>:</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <a class="code" href="classmlpack_1_1ann_1_1Join.html#ac3e40c898c679e02ab7a87c4b6ffa8f9">Join</a>();</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> InputType, <span class="keyword">typename</span> OutputType&gt;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#ad05962d9c2d01068f1bfb4c1f939e8e9">Forward</a>(<span class="keyword">const</span> InputType&amp;&amp; input, OutputType&amp;&amp; output);</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> eT&gt;</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#aab168d4167c4cadf833f6ff6746aaf79">Backward</a>(<span class="keyword">const</span> arma::Mat&lt;eT&gt;&amp;&amp; <span class="comment">/* input */</span>,</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; arma::Mat&lt;eT&gt;&amp;&amp; gy,</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; arma::Mat&lt;eT&gt;&amp;&amp; g);</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#a852449c2f0a40986716971d27660c530"> 64</a></span>&#160; InputDataType <span class="keyword">const</span>&amp; <a class="code" href="classmlpack_1_1ann_1_1Join.html#a852449c2f0a40986716971d27660c530">InputParameter</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#aae228c10647f8380d55483d88df8f675">inputParameter</a>; }</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#ad398d9639c9247d90ddf3bc9b6af4715"> 66</a></span>&#160; InputDataType&amp; <a class="code" href="classmlpack_1_1ann_1_1Join.html#ad398d9639c9247d90ddf3bc9b6af4715">InputParameter</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#aae228c10647f8380d55483d88df8f675">inputParameter</a>; }</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160;</div><div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#adff98facb438684677dd0a3e4fe10e01"> 69</a></span>&#160; OutputDataType <span class="keyword">const</span>&amp; <a class="code" href="classmlpack_1_1ann_1_1Join.html#adff98facb438684677dd0a3e4fe10e01">OutputParameter</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#a7bfc908dcffaf5126048001fb48145d0">outputParameter</a>; }</div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#a37e06b949b1d9624a0239eae83d114e4"> 71</a></span>&#160; OutputDataType&amp; <a class="code" href="classmlpack_1_1ann_1_1Join.html#a37e06b949b1d9624a0239eae83d114e4">OutputParameter</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#a7bfc908dcffaf5126048001fb48145d0">outputParameter</a>; }</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160;</div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#a05a0e30e7f76ea2d478163df18da7136"> 74</a></span>&#160; OutputDataType <span class="keyword">const</span>&amp; <a class="code" href="classmlpack_1_1ann_1_1Join.html#a05a0e30e7f76ea2d478163df18da7136">Delta</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#adaf37a883f8eb3d6b3b004afad733e4e">delta</a>; }</div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#aa0e6eed482f2d988b3c2398164103053"> 76</a></span>&#160; OutputDataType&amp; <a class="code" href="classmlpack_1_1ann_1_1Join.html#aa0e6eed482f2d988b3c2398164103053">Delta</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#adaf37a883f8eb3d6b3b004afad733e4e">delta</a>; }</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> Archive&gt;</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#ab4358053bf5b2fb34b2f390989e9acf2">Serialize</a>(Archive&amp; ar, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <span class="comment">/* version */</span>);</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160;</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; <span class="keyword">private</span>:</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#a2fe2bb22da0ff59f661c1c0d28173746"> 86</a></span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#a2fe2bb22da0ff59f661c1c0d28173746">inSizeRows</a>;</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#a4c20759ea20c15fc0ac623af922d01e8"> 89</a></span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1ann_1_1Join.html#a4c20759ea20c15fc0ac623af922d01e8">inSizeCols</a>;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#adaf37a883f8eb3d6b3b004afad733e4e"> 92</a></span>&#160; OutputDataType <a class="code" href="classmlpack_1_1ann_1_1Join.html#adaf37a883f8eb3d6b3b004afad733e4e">delta</a>;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160;</div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#aae228c10647f8380d55483d88df8f675"> 95</a></span>&#160; InputDataType <a class="code" href="classmlpack_1_1ann_1_1Join.html#aae228c10647f8380d55483d88df8f675">inputParameter</a>;</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160;</div><div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Join.html#a7bfc908dcffaf5126048001fb48145d0"> 98</a></span>&#160; OutputDataType <a class="code" href="classmlpack_1_1ann_1_1Join.html#a7bfc908dcffaf5126048001fb48145d0">outputParameter</a>;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160;}; <span class="comment">// class Join</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160;} <span class="comment">// namespace ann</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160;} <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160;</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160;<span class="comment">// Include implementation.</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160;<span class="preprocessor">#include &quot;join_impl.hpp&quot;</span></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160;<span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1ann_1_1Join_html_a37e06b949b1d9624a0239eae83d114e4"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#a37e06b949b1d9624a0239eae83d114e4">mlpack::ann::Join::OutputParameter</a></div><div class="ttdeci">OutputDataType &amp; OutputParameter()</div><div class="ttdoc">Modify the output parameter. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00071">join.hpp:71</a></div></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>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_a7bfc908dcffaf5126048001fb48145d0"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#a7bfc908dcffaf5126048001fb48145d0">mlpack::ann::Join::outputParameter</a></div><div class="ttdeci">OutputDataType outputParameter</div><div class="ttdoc">Locally-stored output parameter object. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00098">join.hpp:98</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_a852449c2f0a40986716971d27660c530"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#a852449c2f0a40986716971d27660c530">mlpack::ann::Join::InputParameter</a></div><div class="ttdeci">InputDataType const &amp; InputParameter() const </div><div class="ttdoc">Get the input parameter. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00064">join.hpp:64</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_ac3e40c898c679e02ab7a87c4b6ffa8f9"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#ac3e40c898c679e02ab7a87c4b6ffa8f9">mlpack::ann::Join::Join</a></div><div class="ttdeci">Join()</div><div class="ttdoc">Create the Join object. </div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_aae228c10647f8380d55483d88df8f675"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#aae228c10647f8380d55483d88df8f675">mlpack::ann::Join::inputParameter</a></div><div class="ttdeci">InputDataType inputParameter</div><div class="ttdoc">Locally-stored input parameter object. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00095">join.hpp:95</a></div></div>
<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>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_aab168d4167c4cadf833f6ff6746aaf79"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#aab168d4167c4cadf833f6ff6746aaf79">mlpack::ann::Join::Backward</a></div><div class="ttdeci">void Backward(const arma::Mat&lt; eT &gt; &amp;&amp;, arma::Mat&lt; eT &gt; &amp;&amp;gy, arma::Mat&lt; eT &gt; &amp;&amp;g)</div><div class="ttdoc">Ordinary feed backward pass of a neural network, calculating the function f(x) by propagating x backw...</div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html">mlpack::ann::Join</a></div><div class="ttdoc">Implementation of the Join module class. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00033">join.hpp:33</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_adff98facb438684677dd0a3e4fe10e01"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#adff98facb438684677dd0a3e4fe10e01">mlpack::ann::Join::OutputParameter</a></div><div class="ttdeci">OutputDataType const &amp; OutputParameter() const </div><div class="ttdoc">Get the output parameter. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00069">join.hpp:69</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_ad398d9639c9247d90ddf3bc9b6af4715"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#ad398d9639c9247d90ddf3bc9b6af4715">mlpack::ann::Join::InputParameter</a></div><div class="ttdeci">InputDataType &amp; InputParameter()</div><div class="ttdoc">Modify the input parameter. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00066">join.hpp:66</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_a05a0e30e7f76ea2d478163df18da7136"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#a05a0e30e7f76ea2d478163df18da7136">mlpack::ann::Join::Delta</a></div><div class="ttdeci">OutputDataType const &amp; Delta() const </div><div class="ttdoc">Get the delta. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00074">join.hpp:74</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_aa0e6eed482f2d988b3c2398164103053"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#aa0e6eed482f2d988b3c2398164103053">mlpack::ann::Join::Delta</a></div><div class="ttdeci">OutputDataType &amp; Delta()</div><div class="ttdoc">Modify the delta. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00076">join.hpp:76</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_adaf37a883f8eb3d6b3b004afad733e4e"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#adaf37a883f8eb3d6b3b004afad733e4e">mlpack::ann::Join::delta</a></div><div class="ttdeci">OutputDataType delta</div><div class="ttdoc">Locally-stored delta object. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00092">join.hpp:92</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_ad05962d9c2d01068f1bfb4c1f939e8e9"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#ad05962d9c2d01068f1bfb4c1f939e8e9">mlpack::ann::Join::Forward</a></div><div class="ttdeci">void Forward(const InputType &amp;&amp;input, OutputType &amp;&amp;output)</div><div class="ttdoc">Ordinary feed forward pass of a neural network, evaluating the function f(x) by propagating the activ...</div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_a2fe2bb22da0ff59f661c1c0d28173746"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#a2fe2bb22da0ff59f661c1c0d28173746">mlpack::ann::Join::inSizeRows</a></div><div class="ttdeci">size_t inSizeRows</div><div class="ttdoc">Locally-stored number of input rows. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00086">join.hpp:86</a></div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_ab4358053bf5b2fb34b2f390989e9acf2"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#ab4358053bf5b2fb34b2f390989e9acf2">mlpack::ann::Join::Serialize</a></div><div class="ttdeci">void Serialize(Archive &amp;ar, const unsigned int)</div><div class="ttdoc">Serialize the layer. </div></div>
<div class="ttc" id="classmlpack_1_1ann_1_1Join_html_a4c20759ea20c15fc0ac623af922d01e8"><div class="ttname"><a href="classmlpack_1_1ann_1_1Join.html#a4c20759ea20c15fc0ac623af922d01e8">mlpack::ann::Join::inSizeCols</a></div><div class="ttdeci">size_t inSizeCols</div><div class="ttdoc">Locally-stored number of input cols. </div><div class="ttdef"><b>Definition:</b> <a href="join_8hpp_source.html#l00089">join.hpp:89</a></div></div>
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