Initial commit

author: Gaspard Coulet <gaspard.coulet@mines-ales.org> 2021-04-28 23:12:36 +0200
committer: Gaspard Coulet <gaspard.coulet@mines-ales.org> 2021-04-28 23:12:36 +0200
commit: b4c345e6a5fa929ba20eac19183b9c777055f52d (patch)
tree: 23a0232f2526c5ab7f53391609a8a0a5960865f0 /Doc/html/class_reseau.html
1 files changed, 295 insertions, 0 deletions
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+   <div id="projectname">Implémentation de l&#39;algorithme de rétropagation sur un réseau neuronal
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+        name="MSearchResults" id="MSearchResults">
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+
+<div class="header">
+  <div class="summary">
+<a href="#pub-methods">Public Member Functions</a> &#124;
+<a href="class_reseau-members.html">List of all members</a>  </div>
+  <div class="headertitle">
+<div class="title">Reseau Class Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+<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:a3650e257fb82e9923e63af3c4223b56f"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_reseau.html#a3650e257fb82e9923e63af3c4223b56f">Reseau</a> (int, std::vector&lt; int &gt;, double, double, FonctionActivation::EnumFonctionActivation fct)</td></tr>
+<tr class="separator:a3650e257fb82e9923e63af3c4223b56f"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:af594c3933e77f1e5a08596cc268e8412"><td class="memItemLeft" align="right" valign="top">std::vector&lt; double &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_reseau.html#af594c3933e77f1e5a08596cc268e8412">fire_all</a> (std::vector&lt; double &gt; input)</td></tr>
+<tr class="separator:af594c3933e77f1e5a08596cc268e8412"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aca52e20e0cc9ec52120d3e018f42cbeb"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_reseau.html#aca52e20e0cc9ec52120d3e018f42cbeb">learn</a> (std::vector&lt; std::vector&lt; std::vector&lt; double &gt; &gt; &gt; jeuxTest, unsigned int nbPasDescenteGradient)</td></tr>
+<tr class="separator:aca52e20e0cc9ec52120d3e018f42cbeb"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:add03acfaaac274f12e2e608a8b53d36d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_reseau.html#add03acfaaac274f12e2e608a8b53d36d">backPropagation</a> (std::vector&lt; double &gt; erreurs)</td></tr>
+<tr class="separator:add03acfaaac274f12e2e608a8b53d36d"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a363cec507253f0b196cbfd0c2e6687e7"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_reseau.html#a363cec507253f0b196cbfd0c2e6687e7">printWeight</a> ()</td></tr>
+<tr class="separator:a363cec507253f0b196cbfd0c2e6687e7"><td class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
+<a class="anchor" id="a3650e257fb82e9923e63af3c4223b56f"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">Reseau::Reseau </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>nbLayers</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">std::vector&lt; int &gt;&#160;</td>
+          <td class="paramname"><em>layerInformation</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">double&#160;</td>
+          <td class="paramname"><em>k</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">double&#160;</td>
+          <td class="paramname"><em>eta</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">FonctionActivation::EnumFonctionActivation&#160;</td>
+          <td class="paramname"><em>fct</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<p>Constructeur  <a class="el" href="class_reseau.html#a3650e257fb82e9923e63af3c4223b56f">Reseau::Reseau</a> </p><dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramname">nbLayers</td><td>Nombre de couche </td></tr>
+    <tr><td class="paramname">layerInformation</td><td>Vecteur descriptif de chaque layer </td></tr>
+    <tr><td class="paramname">k</td><td>constante k dont depends la sigmoide </td></tr>
+    <tr><td class="paramname">eta</td><td>coefficient d'evolution </td></tr>
+  </table>
+  </dd>
+</dl>
+
+</div>
+</div>
+<h2 class="groupheader">Member Function Documentation</h2>
+<a class="anchor" id="add03acfaaac274f12e2e608a8b53d36d"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void Reseau::backPropagation </td>
+          <td>(</td>
+          <td class="paramtype">std::vector&lt; double &gt;&#160;</td>
+          <td class="paramname"><em>erreurs</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<p>Méthode de propagation en arriére  <a class="el" href="class_reseau.html#add03acfaaac274f12e2e608a8b53d36d">Reseau::backPropagation</a> </p><dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramname">output</td><td>Sortie </td></tr>
+    <tr><td class="paramname">k</td><td>Valeur du coefficient </td></tr>
+    <tr><td class="paramname">eta</td><td>Valeur d'eta </td></tr>
+  </table>
+  </dd>
+</dl>
+
+</div>
+</div>
+<a class="anchor" id="af594c3933e77f1e5a08596cc268e8412"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">std::vector&lt; double &gt; Reseau::fire_all </td>
+          <td>(</td>
+          <td class="paramtype">std::vector&lt; double &gt;&#160;</td>
+          <td class="paramname"><em>input</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<p>Fire général  <a class="el" href="class_reseau.html#af594c3933e77f1e5a08596cc268e8412">Reseau::fire_all</a> </p><dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramname">input</td><td>Vecteur d'entrée </td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>Valeur d'activation </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="aca52e20e0cc9ec52120d3e018f42cbeb"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void Reseau::learn </td>
+          <td>(</td>
+          <td class="paramtype">std::vector&lt; std::vector&lt; std::vector&lt; double &gt; &gt; &gt;&#160;</td>
+          <td class="paramname"><em>jeuxTest</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">unsigned int&#160;</td>
+          <td class="paramname"><em>nbPasDescenteGradient</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<p>Méthode d'apprentissage  <a class="el" href="class_reseau.html#aca52e20e0cc9ec52120d3e018f42cbeb">Reseau::learn</a> </p><dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramname">jeuxTest</td><td>Vecteur de vecteur de vecteur : décrivant en jeuxTest[i][0] le vecteur d'entrée et en jeuxTest[i][1] la sortie attendue </td></tr>
+  </table>
+  </dd>
+</dl>
+
+</div>
+</div>
+<a class="anchor" id="a363cec507253f0b196cbfd0c2e6687e7"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void Reseau::printWeight </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<p>Affichage des poids  <a class="el" href="class_reseau.html#a363cec507253f0b196cbfd0c2e6687e7">Reseau::printWeight</a> </p>
+
+</div>
+</div>
+<hr/>The documentation for this class was generated from the following files:<ul>
+<li>Reseau/<a class="el" href="_reseau_8h_source.html">Reseau.h</a></li>
+<li>Reseau/Reseau.cpp</li>
+</ul>
+</div><!-- contents -->
+</div><!-- doc-content -->
+<!-- start footer part -->
+<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
+  <ul>
+    <li class="navelem"><a class="el" href="class_reseau.html">Reseau</a></li>
+    <li class="footer">Generated by
+    <a href="http://www.doxygen.org/index.html">
+    <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>
+  </ul>
+</div>
+</body>
+</html>
author	Gaspard Coulet <gaspard.coulet@mines-ales.org>	2021-04-28 23:12:36 +0200
committer	Gaspard Coulet <gaspard.coulet@mines-ales.org>	2021-04-28 23:12:36 +0200
commit	b4c345e6a5fa929ba20eac19183b9c777055f52d (patch)
tree	23a0232f2526c5ab7f53391609a8a0a5960865f0 /Doc/html/class_reseau.html