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<div class="title">mlpack::kernel::HyperbolicTangentKernel Class Reference</div> </div>
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<p>Hyperbolic tangent kernel.
<a href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#details">More...</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:afa9f40ba3290589444163d6f0a45247f"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#afa9f40ba3290589444163d6f0a45247f">HyperbolicTangentKernel</a> ()</td></tr>
<tr class="memdesc:afa9f40ba3290589444163d6f0a45247f"><td class="mdescLeft">&#160;</td><td class="mdescRight">This constructor sets the default scale to 1.0 and offset to 0.0. <a href="#afa9f40ba3290589444163d6f0a45247f">More...</a><br /></td></tr>
<tr class="separator:afa9f40ba3290589444163d6f0a45247f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae1a31f6d0b15b156451712aa0741f26b"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#ae1a31f6d0b15b156451712aa0741f26b">HyperbolicTangentKernel</a> (double <a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#ac7fc2bb9399ec5ebbbf1b45f5eb14f44">scale</a>, double <a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a7fa7810cbab749d93de8f4994f55919d">offset</a>)</td></tr>
<tr class="memdesc:ae1a31f6d0b15b156451712aa0741f26b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Construct the hyperbolic tangent kernel with custom scale factor and offset. <a href="#ae1a31f6d0b15b156451712aa0741f26b">More...</a><br /></td></tr>
<tr class="separator:ae1a31f6d0b15b156451712aa0741f26b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a98757405d0e08bef9d0f32a61a9549cc"><td class="memTemplParams" colspan="2">template&lt;typename VecTypeA , typename VecTypeB &gt; </td></tr>
<tr class="memitem:a98757405d0e08bef9d0f32a61a9549cc"><td class="memTemplItemLeft" align="right" valign="top">double&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a98757405d0e08bef9d0f32a61a9549cc">Evaluate</a> (const VecTypeA &amp;a, const VecTypeB &amp;b)</td></tr>
<tr class="memdesc:a98757405d0e08bef9d0f32a61a9549cc"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluate the hyperbolic tangent kernel. <a href="#a98757405d0e08bef9d0f32a61a9549cc">More...</a><br /></td></tr>
<tr class="separator:a98757405d0e08bef9d0f32a61a9549cc"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6bf4a131db46bab6c2f7730a38030e3a"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a6bf4a131db46bab6c2f7730a38030e3a">Offset</a> () const </td></tr>
<tr class="memdesc:a6bf4a131db46bab6c2f7730a38030e3a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get offset for the kernel. <a href="#a6bf4a131db46bab6c2f7730a38030e3a">More...</a><br /></td></tr>
<tr class="separator:a6bf4a131db46bab6c2f7730a38030e3a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7cbaf664ca2c4e0b79f5e236cab8af2d"><td class="memItemLeft" align="right" valign="top">double &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a7cbaf664ca2c4e0b79f5e236cab8af2d">Offset</a> ()</td></tr>
<tr class="memdesc:a7cbaf664ca2c4e0b79f5e236cab8af2d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify offset for the kernel. <a href="#a7cbaf664ca2c4e0b79f5e236cab8af2d">More...</a><br /></td></tr>
<tr class="separator:a7cbaf664ca2c4e0b79f5e236cab8af2d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6b583368f635e94f92e7ad9625ff5a1a"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a6b583368f635e94f92e7ad9625ff5a1a">Scale</a> () const </td></tr>
<tr class="memdesc:a6b583368f635e94f92e7ad9625ff5a1a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get scale factor. <a href="#a6b583368f635e94f92e7ad9625ff5a1a">More...</a><br /></td></tr>
<tr class="separator:a6b583368f635e94f92e7ad9625ff5a1a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1a3a6b933bbe7f71bd905784f9360d8d"><td class="memItemLeft" align="right" valign="top">double &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a1a3a6b933bbe7f71bd905784f9360d8d">Scale</a> ()</td></tr>
<tr class="memdesc:a1a3a6b933bbe7f71bd905784f9360d8d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify scale factor. <a href="#a1a3a6b933bbe7f71bd905784f9360d8d">More...</a><br /></td></tr>
<tr class="separator:a1a3a6b933bbe7f71bd905784f9360d8d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a59ac706f30a339c2f09eb7fbccf48c56"><td class="memTemplParams" colspan="2">template&lt;typename Archive &gt; </td></tr>
<tr class="memitem:a59ac706f30a339c2f09eb7fbccf48c56"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a59ac706f30a339c2f09eb7fbccf48c56">Serialize</a> (Archive &amp;ar, const unsigned int)</td></tr>
<tr class="memdesc:a59ac706f30a339c2f09eb7fbccf48c56"><td class="mdescLeft">&#160;</td><td class="mdescRight">Serialize the kernel. <a href="#a59ac706f30a339c2f09eb7fbccf48c56">More...</a><br /></td></tr>
<tr class="separator:a59ac706f30a339c2f09eb7fbccf48c56"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pri-attribs"></a>
Private Attributes</h2></td></tr>
<tr class="memitem:a7fa7810cbab749d93de8f4994f55919d"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#a7fa7810cbab749d93de8f4994f55919d">offset</a></td></tr>
<tr class="separator:a7fa7810cbab749d93de8f4994f55919d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac7fc2bb9399ec5ebbbf1b45f5eb14f44"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1kernel_1_1HyperbolicTangentKernel.html#ac7fc2bb9399ec5ebbbf1b45f5eb14f44">scale</a></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Hyperbolic tangent kernel. </p>
<p>For any two vectors <img class="formulaInl" alt="$ x $" src="form_7.png"/>, <img class="formulaInl" alt="$ y $" src="form_8.png"/> and a given scale <img class="formulaInl" alt="$ s $" src="form_14.png"/> and offset <img class="formulaInl" alt="$ t $" src="form_15.png"/></p>
<p class="formulaDsp">
<img class="formulaDsp" alt="\[ K(x, y) = \tanh(s &lt;x, y&gt; + t) \]" src="form_16.png"/>
</p>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00028">28</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<td class="memname">mlpack::kernel::HyperbolicTangentKernel::HyperbolicTangentKernel </td>
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<p>This constructor sets the default scale to 1.0 and offset to 0.0. </p>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00034">34</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
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<td class="memname">mlpack::kernel::HyperbolicTangentKernel::HyperbolicTangentKernel </td>
<td>(</td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>scale</em>, </td>
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<td class="paramkey"></td>
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<td class="paramtype">double&#160;</td>
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<p>Construct the hyperbolic tangent kernel with custom scale factor and offset. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">scale</td><td>Scaling factor for &lt;x, y&gt;. </td></tr>
<tr><td class="paramname">offset</td><td>Kernel offset. </td></tr>
</table>
</dd>
</dl>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00044">44</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
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<h2 class="groupheader">Member Function Documentation</h2>
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template&lt;typename VecTypeA , typename VecTypeB &gt; </div>
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<td class="memname">double mlpack::kernel::HyperbolicTangentKernel::Evaluate </td>
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<p>Evaluate the hyperbolic tangent kernel. </p>
<p>This evaluation uses Armadillo's dot() function.</p>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">VecTypeA</td><td>Type of first vector (should be arma::vec or arma::sp_vec). </td></tr>
<tr><td class="paramname">VecTypeB</td><td>Type of second vector (arma::vec / arma::sp_vec). </td></tr>
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</dd>
</dl>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">a</td><td>First vector. </td></tr>
<tr><td class="paramname">b</td><td>Second vector. </td></tr>
</table>
</dd>
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<dl class="section return"><dt>Returns</dt><dd>K(a, b). </dd></dl>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00060">60</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>References <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00085">offset</a>, and <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00084">scale</a>.</p>
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<td class="memname">double mlpack::kernel::HyperbolicTangentKernel::Offset </td>
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<p>Get offset for the kernel. </p>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00071">71</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>References <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00085">offset</a>.</p>
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<p>Modify offset for the kernel. </p>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00073">73</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>References <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00085">offset</a>.</p>
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<p>Get scale factor. </p>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00066">66</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>References <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00084">scale</a>.</p>
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<p>Modify scale factor. </p>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00068">68</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>References <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00084">scale</a>.</p>
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template&lt;typename Archive &gt; </div>
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<td class="memname">void mlpack::kernel::HyperbolicTangentKernel::Serialize </td>
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<td class="paramtype">const unsigned&#160;</td>
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<p>Serialize the kernel. </p>
<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00077">77</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>References <a class="el" href="serialization__shim_8hpp_source.html#l00094">mlpack::data::CreateNVP()</a>, <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00085">offset</a>, and <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00084">scale</a>.</p>
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<h2 class="groupheader">Member Data Documentation</h2>
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<td class="memname">double mlpack::kernel::HyperbolicTangentKernel::offset</td>
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<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00085">85</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>Referenced by <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00060">Evaluate()</a>, <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00071">Offset()</a>, and <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00077">Serialize()</a>.</p>
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<td class="memname">double mlpack::kernel::HyperbolicTangentKernel::scale</td>
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<p>Definition at line <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00084">84</a> of file <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a>.</p>
<p>Referenced by <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00060">Evaluate()</a>, <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00066">Scale()</a>, and <a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html#l00077">Serialize()</a>.</p>
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<hr/>The documentation for this class was generated from the following file:<ul>
<li>src/mlpack/core/kernels/<a class="el" href="hyperbolic__tangent__kernel_8hpp_source.html">hyperbolic_tangent_kernel.hpp</a></li>
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