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<a href="linear__kernel_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="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#ifndef MLPACK_CORE_KERNELS_LINEAR_KERNEL_HPP</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#define MLPACK_CORE_KERNELS_LINEAR_KERNEL_HPP</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="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.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="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="keyword">namespace </span>kernel {</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> </div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="classmlpack_1_1kernel_1_1LinearKernel.html"> 32</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1kernel_1_1LinearKernel.html">LinearKernel</a></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> {</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="classmlpack_1_1kernel_1_1LinearKernel.html#abdd497ce04db4e9b127590fd0ae0e955"> 39</a></span>  <a class="code" href="classmlpack_1_1kernel_1_1LinearKernel.html#abdd497ce04db4e9b127590fd0ae0e955">LinearKernel</a>() { }</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="keyword">template</span><<span class="keyword">typename</span> VecTypeA, <span class="keyword">typename</span> VecTypeB></div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="classmlpack_1_1kernel_1_1LinearKernel.html#aa6dee6c328bc6f8b18a9daaa09a546a2"> 53</a></span>  <span class="keyword">static</span> <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1kernel_1_1LinearKernel.html#aa6dee6c328bc6f8b18a9daaa09a546a2">Evaluate</a>(<span class="keyword">const</span> VecTypeA& a, <span class="keyword">const</span> VecTypeB& b)</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="keywordflow">return</span> arma::dot(a, b);</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  }</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keyword">template</span><<span class="keyword">typename</span> Archive></div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="classmlpack_1_1kernel_1_1LinearKernel.html#a51bcd593fc1559cf601c4acca59c3649"> 60</a></span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1kernel_1_1LinearKernel.html#a51bcd593fc1559cf601c4acca59c3649">Serialize</a>(Archive& <span class="comment">/* ar */</span>, <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="l00061"></a><span class="lineno"> 61</span> };</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> } <span class="comment">// namespace kernel</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> </div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1kernel_1_1LinearKernel_html_abdd497ce04db4e9b127590fd0ae0e955"><div class="ttname"><a href="classmlpack_1_1kernel_1_1LinearKernel.html#abdd497ce04db4e9b127590fd0ae0e955">mlpack::kernel::LinearKernel::LinearKernel</a></div><div class="ttdeci">LinearKernel()</div><div class="ttdoc">This constructor does nothing; the linear kernel has no parameters to store. </div><div class="ttdef"><b>Definition:</b> <a href="linear__kernel_8hpp_source.html#l00039">linear_kernel.hpp:39</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_1kernel_1_1LinearKernel_html"><div class="ttname"><a href="classmlpack_1_1kernel_1_1LinearKernel.html">mlpack::kernel::LinearKernel</a></div><div class="ttdoc">The simple linear kernel (dot product). </div><div class="ttdef"><b>Definition:</b> <a href="linear__kernel_8hpp_source.html#l00032">linear_kernel.hpp:32</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="classmlpack_1_1kernel_1_1LinearKernel_html_a51bcd593fc1559cf601c4acca59c3649"><div class="ttname"><a href="classmlpack_1_1kernel_1_1LinearKernel.html#a51bcd593fc1559cf601c4acca59c3649">mlpack::kernel::LinearKernel::Serialize</a></div><div class="ttdeci">void Serialize(Archive &, const unsigned int)</div><div class="ttdoc">Serialize the kernel (it has no members... do nothing). </div><div class="ttdef"><b>Definition:</b> <a href="linear__kernel_8hpp_source.html#l00060">linear_kernel.hpp:60</a></div></div>
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<div class="ttc" id="classmlpack_1_1kernel_1_1LinearKernel_html_aa6dee6c328bc6f8b18a9daaa09a546a2"><div class="ttname"><a href="classmlpack_1_1kernel_1_1LinearKernel.html#aa6dee6c328bc6f8b18a9daaa09a546a2">mlpack::kernel::LinearKernel::Evaluate</a></div><div class="ttdeci">static double Evaluate(const VecTypeA &a, const VecTypeB &b)</div><div class="ttdoc">Simple evaluation of the dot product. </div><div class="ttdef"><b>Definition:</b> <a href="linear__kernel_8hpp_source.html#l00053">linear_kernel.hpp:53</a></div></div>
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