Documentation for f1eddf4d65

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realstealthninja
2025-07-09 10:53:16 +00:00
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2497 changed files with 31270 additions and 40283 deletions

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<title>TheAlgorithms/C++: Machine Learning Algorithms</title>
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<div class="headertitle"><div class="title">Machine Learning Algorithms</div></div>
<div class="headertitle"><div class="title">Machine Learning Algorithms </div></div>
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Files</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">file &#160;</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">&#160;</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="memitem:"><td class="memItemLeft" align="right" valign="top">file &#160;</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:"><td class="memItemLeft" align="right" valign="top">file &#160;</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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Namespaces</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">namespace &#160;</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">&#160;</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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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ga525335710b53cb064ca56b936120431e">&#9670;&#160;</a></span>_USE_MATH_DEFINES <span class="overload">[1/2]</span></h2>
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<h2 class="memtitle"><span class="permalink"><a href="#gaf5ce14f026d6d231bef29161bac2b485">&#9670;&#160;</a></span>_random()</h2>
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<p>Helper function to generate a random number in a given interval. <br />
Steps:</p><ol type="1">
<li><code>r1 = rand() % 100</code> gets a random number between 0 and 99</li>
<li><code>r2 = r1 / 100</code> converts random number to be between 0 and 0.99</li>
<li><span class="tt">r1 = rand() % 100</span> gets a random number between 0 and 99</li>
<li><span class="tt">r2 = r1 / 100</span> converts random number to be between 0 and 0.99</li>
<li>scale and offset the random number to given range of \([a,b]\)</li>
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<dl class="params"><dt>Parameters</dt><dd>
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<h2 class="memtitle"><span class="permalink"><a href="#ga5118e5cbc4f0886e27b3a7a2544dded1">&#9670;&#160;</a></span>MAX_ITER</h2>
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