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<title>TheAlgorithms/C++: Machine Learning Algorithms</title>
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<div class="header">
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<a href="#define-members">Macros</a> |
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<a href="#func-members">Functions</a> |
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<a href="#var-members">Variables</a> </div>
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<div class="headertitle"><div class="title">Machine Learning Algorithms</div></div>
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<div class="headertitle"><div class="title">Machine Learning Algorithms </div></div>
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</div><!--header-->
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<div class="contents">
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<table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="files" name="files"></a>
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<tr class="heading"><td colspan="2"><h2 id="header-files" class="groupheader"><a id="files" name="files"></a>
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Files</h2></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">file  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d5/db0/adaline__learning_8cpp.html">adaline_learning.cpp</a></td></tr>
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<tr class="memitem:adaline_5Flearning_2Ecpp" id="r_adaline_5Flearning_2Ecpp"><td class="memItemLeft" align="right" valign="top">file  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d5/db0/adaline__learning_8cpp.html">adaline_learning.cpp</a></td></tr>
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<tr class="memdesc:d5/db0/adaline__learning_8cpp"><td class="mdescLeft"> </td><td class="mdescRight"><a href="https://en.wikipedia.org/wiki/ADALINE" target="_blank">Adaptive Linear Neuron (ADALINE)</a> implementation <br /></td></tr>
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<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">file  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d4/def/kohonen__som__topology_8cpp.html">kohonen_som_topology.cpp</a></td></tr>
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<tr class="memitem:kohonen_5Fsom_5Ftopology_2Ecpp" id="r_kohonen_5Fsom_5Ftopology_2Ecpp"><td class="memItemLeft" align="right" valign="top">file  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d4/def/kohonen__som__topology_8cpp.html">kohonen_som_topology.cpp</a></td></tr>
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<tr class="memdesc:d4/def/kohonen__som__topology_8cpp"><td class="mdescLeft"> </td><td class="mdescRight"><a href="https://en.wikipedia.org/wiki/Self-organizing_map" target="_blank">Kohonen self organizing map</a> (topological map) <br /></td></tr>
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<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">file  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d9/d49/kohonen__som__trace_8cpp.html">kohonen_som_trace.cpp</a></td></tr>
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<tr class="memitem:kohonen_5Fsom_5Ftrace_2Ecpp" id="r_kohonen_5Fsom_5Ftrace_2Ecpp"><td class="memItemLeft" align="right" valign="top">file  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d9/d49/kohonen__som__trace_8cpp.html">kohonen_som_trace.cpp</a></td></tr>
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<tr class="memdesc:d9/d49/kohonen__som__trace_8cpp"><td class="mdescLeft"> </td><td class="mdescRight"><a href="https://en.wikipedia.org/wiki/Self-organizing_map" target="_blank">Kohonen self organizing map</a> (data tracing) <br /></td></tr>
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<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="namespaces" name="namespaces"></a>
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<tr class="heading"><td colspan="2"><h2 id="header-namespaces" class="groupheader"><a id="namespaces" name="namespaces"></a>
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Namespaces</h2></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">namespace  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d8/d77/namespacemachine__learning.html">machine_learning</a></td></tr>
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<tr class="memitem:machine_5Flearning" id="r_machine_5Flearning"><td class="memItemLeft" align="right" valign="top">namespace  </td><td class="memItemRight" valign="bottom"><a class="el" href="../../d8/d77/namespacemachine__learning.html">machine_learning</a></td></tr>
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<tr class="memdesc:d8/d77/namespacemachine__learning"><td class="mdescLeft"> </td><td class="mdescRight"><a href="https://en.wikipedia.org/wiki/A*_search_algorithm" target="_blank">A* search algorithm</a> <br /></td></tr>
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<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="func-members" name="func-members"></a>
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<tr class="heading"><td colspan="2"><h2 id="header-func-members" class="groupheader"><a id="func-members" name="func-members"></a>
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Functions</h2></td></tr>
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<tr class="memitem:gaf5ce14f026d6d231bef29161bac2b485" id="r_gaf5ce14f026d6d231bef29161bac2b485"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="#gaf5ce14f026d6d231bef29161bac2b485">_random</a> (double a, double b)</td></tr>
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<tr class="memitem:gabc90175770bf0d5853c466e14993a08c" id="r_gabc90175770bf0d5853c466e14993a08c"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#gabc90175770bf0d5853c466e14993a08c">save_2d_data</a> (const char *fname, const std::vector< std::valarray< double > > &X)</td></tr>
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<tr class="separator:gabc90175770bf0d5853c466e14993a08c"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ga60f9186ccb682724a8792a2bf81e9b9e" id="r_ga60f9186ccb682724a8792a2bf81e9b9e"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#ga60f9186ccb682724a8792a2bf81e9b9e">get_min_2d</a> (const std::vector< std::valarray< double > > &X, double *val, int *x_idx, int *y_idx)</td></tr>
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<tr class="separator:ga60f9186ccb682724a8792a2bf81e9b9e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:gae0208548f8b393528e5db01717e88e67" id="r_gae0208548f8b393528e5db01717e88e67"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#gae0208548f8b393528e5db01717e88e67">save_nd_data</a> (const char *fname, const std::vector< std::valarray< double > > &X)</td></tr>
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<tr class="separator:gae0208548f8b393528e5db01717e88e67"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="var-members" name="var-members"></a>
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Variables</h2></td></tr>
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<tr class="memitem:ga5118e5cbc4f0886e27b3a7a2544dded1" id="r_ga5118e5cbc4f0886e27b3a7a2544dded1"><td class="memItemLeft" align="right" valign="top">constexpr int </td><td class="memItemRight" valign="bottom"><a class="el" href="#ga5118e5cbc4f0886e27b3a7a2544dded1">MAX_ITER</a> = 500</td></tr>
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<tr class="separator:ga5118e5cbc4f0886e27b3a7a2544dded1"><td class="memSeparator" colspan="2"> </td></tr>
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</table>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<h2 class="groupheader">Macro Definition Documentation</h2>
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<a name="details" id="details"></a><h2 id="header-details" class="groupheader">Detailed Description</h2>
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<a name="doc-define-members" id="doc-define-members"></a><h2 id="header-doc-define-members" class="groupheader">Macro Definition Documentation</h2>
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<a id="ga525335710b53cb064ca56b936120431e" name="ga525335710b53cb064ca56b936120431e"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#ga525335710b53cb064ca56b936120431e">◆ </a></span>_USE_MATH_DEFINES <span class="overload">[1/2]</span></h2>
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<h2 class="groupheader">Function Documentation</h2>
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<a id="gaf5ce14f026d6d231bef29161bac2b485" name="gaf5ce14f026d6d231bef29161bac2b485"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#gaf5ce14f026d6d231bef29161bac2b485">◆ </a></span>_random()</h2>
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<p>Helper function to generate a random number in a given interval. <br />
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Steps:</p><ol type="1">
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<li><code>r1 = rand() % 100</code> gets a random number between 0 and 99</li>
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<li><code>r2 = r1 / 100</code> converts random number to be between 0 and 0.99</li>
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<li><span class="tt">r1 = rand() % 100</span> gets a random number between 0 and 99</li>
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<li><span class="tt">r2 = r1 / 100</span> converts random number to be between 0 and 0.99</li>
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<li>scale and offset the random number to given range of \([a,b]\)</li>
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</ol>
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<dl class="params"><dt>Parameters</dt><dd>
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<h2 class="groupheader">Variable Documentation</h2>
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<a name="doc-var-members" id="doc-var-members"></a><h2 id="header-doc-var-members" class="groupheader">Variable Documentation</h2>
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<a id="ga5118e5cbc4f0886e27b3a7a2544dded1" name="ga5118e5cbc4f0886e27b3a7a2544dded1"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#ga5118e5cbc4f0886e27b3a7a2544dded1">◆ </a></span>MAX_ITER</h2>
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<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.13.2 </li>
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