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<li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_44a936ef30fc126706c6284a2fc0c990.html">mlpack</a></li><li class="navelem"><a class="el" href="dir_3cfbf900288ec2fe8dd2c2c8482f216e.html">methods</a></li><li class="navelem"><a class="el" href="dir_04cdefcc9a97fb221ee3f2d7fb8aab76.html">ann</a></li><li class="navelem"><a class="el" href="dir_b555923761b25372c22bbdf14676b4b4.html">visitor</a></li> </ul>
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<div class="title">add_visitor.hpp</div> </div>
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<a href="add__visitor_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="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#ifndef MLPACK_METHODS_ANN_VISITOR_ADD_VISITOR_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#define MLPACK_METHODS_ANN_VISITOR_ADD_VISITOR_HPP</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <<a class="code" href="layer__traits_8hpp.html">mlpack/methods/ann/layer/layer_traits.hpp</a>></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include <<a class="code" href="layer__types_8hpp.html">mlpack/methods/ann/layer/layer_types.hpp</a>></span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> </div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="preprocessor">#include <boost/variant.hpp></span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> </div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="keyword">namespace </span>ann {</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> </div><div class="line"><a name="l00027"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1AddVisitor.html"> 27</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1ann_1_1AddVisitor.html">AddVisitor</a> : <span class="keyword">public</span> boost::static_visitor<void></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> {</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <a class="code" href="classmlpack_1_1ann_1_1AddVisitor.html#ad1cbfe430e2d79c7aead148d2dea9736">AddVisitor</a>(T <a class="code" href="classmlpack_1_1ann_1_1AddVisitor.html#a5afd01c32a2bba9860181e89ba0e82d0">newLayer</a>);</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1ann_1_1AddVisitor.html#a2f6b72d36c00722db6e688b25bbbe493">operator()</a>(LayerType* layer) <span class="keyword">const</span>;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1AddVisitor.html#a5afd01c32a2bba9860181e89ba0e82d0"> 40</a></span>  <a class="code" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a> <a class="code" href="classmlpack_1_1ann_1_1AddVisitor.html#a5afd01c32a2bba9860181e89ba0e82d0">newLayer</a>;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> </div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keyword">typename</span> std::enable_if<</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  HasAddCheck<T, void(T::*)(LayerTypes)>::value, <span class="keywordtype">void</span>>::type</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <a class="code" href="classmlpack_1_1ann_1_1AddVisitor.html#ae9bf6e0150b414339c97385c38dca00b">LayerAdd</a>(T* layer) <span class="keyword">const</span>;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> </div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keyword">typename</span> std::enable_if<</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  !HasAddCheck<T, void(T::*)(LayerTypes)>::value, <span class="keywordtype">void</span>>::type</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <a class="code" href="classmlpack_1_1ann_1_1AddVisitor.html#ae9bf6e0150b414339c97385c38dca00b">LayerAdd</a>(T* layer) <span class="keyword">const</span>;</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> };</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> } <span class="comment">// namespace ann</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="comment">// Include implementation.</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="preprocessor">#include "add_visitor_impl.hpp"</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="layer__traits_8hpp_html"><div class="ttname"><a href="layer__traits_8hpp.html">layer_traits.hpp</a></div></div>
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<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="classmlpack_1_1ann_1_1AddVisitor_html_a5afd01c32a2bba9860181e89ba0e82d0"><div class="ttname"><a href="classmlpack_1_1ann_1_1AddVisitor.html#a5afd01c32a2bba9860181e89ba0e82d0">mlpack::ann::AddVisitor::newLayer</a></div><div class="ttdeci">LayerTypes newLayer</div><div class="ttdoc">The layer that should be added. </div><div class="ttdef"><b>Definition:</b> <a href="add__visitor_8hpp_source.html#l00040">add_visitor.hpp:40</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1AddVisitor_html_ad1cbfe430e2d79c7aead148d2dea9736"><div class="ttname"><a href="classmlpack_1_1ann_1_1AddVisitor.html#ad1cbfe430e2d79c7aead148d2dea9736">mlpack::ann::AddVisitor::AddVisitor</a></div><div class="ttdeci">AddVisitor(T newLayer)</div><div class="ttdoc">Exposes the Add() method of the given module. </div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1AddVisitor_html_a2f6b72d36c00722db6e688b25bbbe493"><div class="ttname"><a href="classmlpack_1_1ann_1_1AddVisitor.html#a2f6b72d36c00722db6e688b25bbbe493">mlpack::ann::AddVisitor::operator()</a></div><div class="ttdeci">void operator()(LayerType *layer) const </div><div class="ttdoc">Exposes the Add() method. </div></div>
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<div class="ttc" id="namespacemlpack_1_1ann_html_ab8d68f366a3cbbbc1f0f4990ec70c645"><div class="ttname"><a href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">mlpack::ann::LayerTypes</a></div><div class="ttdeci">boost::variant< Add< arma::mat, arma::mat > *, AddMerge< arma::mat, arma::mat > *, BaseLayer< LogisticFunction, arma::mat, arma::mat > *, BaseLayer< IdentityFunction, arma::mat, arma::mat > *, BaseLayer< TanhFunction, arma::mat, arma::mat > *, BaseLayer< RectifierFunction, arma::mat, arma::mat > *, Concat< arma::mat, arma::mat > *, ConcatPerformance< NegativeLogLikelihood< arma::mat, arma::mat >, arma::mat, arma::mat > *, Constant< arma::mat, arma::mat > *, Convolution< NaiveConvolution< ValidConvolution >, NaiveConvolution< FullConvolution >, NaiveConvolution< ValidConvolution >, arma::mat, arma::mat > *, DropConnect< arma::mat, arma::mat > *, Dropout< arma::mat, arma::mat > *, Glimpse< arma::mat, arma::mat > *, HardTanH< arma::mat, arma::mat > *, Join< arma::mat, arma::mat > *, LeakyReLU< arma::mat, arma::mat > *, Linear< arma::mat, arma::mat > *, LinearNoBias< arma::mat, arma::mat > *, LogSoftMax< arma::mat, arma::mat > *, Lookup< arma::mat, arma::mat > *, LSTM< arma::mat, arma::mat > *, MaxPooling< arma::mat, arma::mat > *, MeanPooling< arma::mat, arma::mat > *, MeanSquaredError< arma::mat, arma::mat > *, MultiplyConstant< arma::mat, arma::mat > *, NegativeLogLikelihood< arma::mat, arma::mat > *, PReLU< arma::mat, arma::mat > *, Recurrent< arma::mat, arma::mat > *, RecurrentAttention< arma::mat, arma::mat > *, ReinforceNormal< arma::mat, arma::mat > *, Select< arma::mat, arma::mat > *, Sequential< arma::mat, arma::mat > *, VRClassReward< arma::mat, arma::mat > * > LayerTypes</div><div class="ttdef"><b>Definition:</b> <a href="layer__types_8hpp_source.html#l00115">layer_types.hpp:115</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1AddVisitor_html"><div class="ttname"><a href="classmlpack_1_1ann_1_1AddVisitor.html">mlpack::ann::AddVisitor</a></div><div class="ttdoc">AddVisitor exposes the Add() method of the given module. </div><div class="ttdef"><b>Definition:</b> <a href="add__visitor_8hpp_source.html#l00027">add_visitor.hpp:27</a></div></div>
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<div class="ttc" id="layer__types_8hpp_html"><div class="ttname"><a href="layer__types_8hpp.html">layer_types.hpp</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1AddVisitor_html_ae9bf6e0150b414339c97385c38dca00b"><div class="ttname"><a href="classmlpack_1_1ann_1_1AddVisitor.html#ae9bf6e0150b414339c97385c38dca00b">mlpack::ann::AddVisitor::LayerAdd</a></div><div class="ttdeci">std::enable_if< HasAddCheck< T, void(T::*)(LayerTypes)>::value, void >::type LayerAdd(T *layer) const </div><div class="ttdoc">Only add the layer if the module implements the Add() function. </div></div>
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