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  46. <li class="toctree-l2"><a class="reference internal" href="#macop">macop</a></li>
  47. <li class="toctree-l2"><a class="reference internal" href="#macop-algorithms">macop.algorithms</a><ul>
  48. <li class="toctree-l3"><a class="reference internal" href="macop/macop.algorithms.base.html">macop.algorithms.base</a></li>
  49. <li class="toctree-l3"><a class="reference internal" href="macop/macop.algorithms.mono.html">macop.algorithms.mono</a></li>
  50. <li class="toctree-l3"><a class="reference internal" href="macop/macop.algorithms.multi.html">macop.algorithms.multi</a></li>
  51. </ul>
  52. </li>
  53. <li class="toctree-l2"><a class="reference internal" href="#macop-callbacks">macop.callbacks</a><ul>
  54. <li class="toctree-l3"><a class="reference internal" href="macop/macop.callbacks.base.html">macop.callbacks.base</a></li>
  55. <li class="toctree-l3"><a class="reference internal" href="macop/macop.callbacks.classicals.html">macop.callbacks.classicals</a></li>
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  58. </ul>
  59. </li>
  60. <li class="toctree-l2"><a class="reference internal" href="#macop-evaluators">macop.evaluators</a><ul>
  61. <li class="toctree-l3"><a class="reference internal" href="macop/macop.evaluators.base.html">macop.evaluators.base</a></li>
  62. <li class="toctree-l3"><a class="reference internal" href="macop/macop.evaluators.discrete.mono.html">macop.evaluators.discrete.mono</a></li>
  63. <li class="toctree-l3"><a class="reference internal" href="macop/macop.evaluators.discrete.multi.html">macop.evaluators.discrete.multi</a></li>
  64. </ul>
  65. </li>
  66. <li class="toctree-l2"><a class="reference internal" href="#macop-operators">macop.operators</a><ul>
  67. <li class="toctree-l3"><a class="reference internal" href="macop/macop.operators.base.html">macop.operators.base</a></li>
  68. <li class="toctree-l3"><a class="reference internal" href="macop/macop.operators.discrete.mutators.html">macop.operators.discrete.mutators</a></li>
  69. <li class="toctree-l3"><a class="reference internal" href="macop/macop.operators.discrete.crossovers.html">macop.operators.discrete.crossovers</a></li>
  70. <li class="toctree-l3"><a class="reference internal" href="macop/macop.operators.continuous.mutators.html">macop.operators.continuous.mutators</a></li>
  71. <li class="toctree-l3"><a class="reference internal" href="macop/macop.operators.continuous.crossovers.html">macop.operators.continuous.crossovers</a></li>
  72. </ul>
  73. </li>
  74. <li class="toctree-l2"><a class="reference internal" href="#macop-policies">macop.policies</a><ul>
  75. <li class="toctree-l3"><a class="reference internal" href="macop/macop.policies.base.html">macop.policies.base</a></li>
  76. <li class="toctree-l3"><a class="reference internal" href="macop/macop.policies.classicals.html">macop.policies.classicals</a></li>
  77. <li class="toctree-l3"><a class="reference internal" href="macop/macop.policies.reinforcement.html">macop.policies.reinforcement</a></li>
  78. </ul>
  79. </li>
  80. <li class="toctree-l2"><a class="reference internal" href="#macop-solution">macop.solution</a><ul>
  81. <li class="toctree-l3"><a class="reference internal" href="macop/macop.solutions.base.html">macop.solutions.base</a></li>
  82. <li class="toctree-l3"><a class="reference internal" href="macop/macop.solutions.discrete.html">macop.solutions.discrete</a></li>
  83. <li class="toctree-l3"><a class="reference internal" href="macop/macop.solutions.continuous.html">macop.solutions.continuous</a></li>
  84. </ul>
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  86. <li class="toctree-l2"><a class="reference internal" href="#macop-utils">macop.utils</a><ul>
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  117. <div class="section" id="documentation">
  118. <h1>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline">¶</a></h1>
  119. <div class="section" id="macop">
  120. <h2>macop<a class="headerlink" href="#macop" title="Permalink to this headline">¶</a></h2>
  121. </div>
  122. <div class="section" id="macop-algorithms">
  123. <h2>macop.algorithms<a class="headerlink" href="#macop-algorithms" title="Permalink to this headline">¶</a></h2>
  124. <table class="longtable docutils align-default">
  125. <colgroup>
  126. <col style="width: 10%" />
  127. <col style="width: 90%" />
  128. </colgroup>
  129. <tbody>
  130. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.algorithms.base.html#module-macop.algorithms.base" title="macop.algorithms.base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.algorithms.base</span></code></a></p></td>
  131. <td><p>Basic Algorithm class</p></td>
  132. </tr>
  133. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.algorithms.mono.html#module-macop.algorithms.mono" title="macop.algorithms.mono"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.algorithms.mono</span></code></a></p></td>
  134. <td><p>Mono-objective available algorithms</p></td>
  135. </tr>
  136. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.algorithms.multi.html#module-macop.algorithms.multi" title="macop.algorithms.multi"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.algorithms.multi</span></code></a></p></td>
  137. <td><p>Multi-objetive classes algorithm</p></td>
  138. </tr>
  139. </tbody>
  140. </table>
  141. </div>
  142. <div class="section" id="macop-callbacks">
  143. <h2>macop.callbacks<a class="headerlink" href="#macop-callbacks" title="Permalink to this headline">¶</a></h2>
  144. <table class="longtable docutils align-default">
  145. <colgroup>
  146. <col style="width: 10%" />
  147. <col style="width: 90%" />
  148. </colgroup>
  149. <tbody>
  150. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.callbacks.base.html#module-macop.callbacks.base" title="macop.callbacks.base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.callbacks.base</span></code></a></p></td>
  151. <td><p>Abstract Checkpoint classes for callback process</p></td>
  152. </tr>
  153. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.callbacks.classicals.html#module-macop.callbacks.classicals" title="macop.callbacks.classicals"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.callbacks.classicals</span></code></a></p></td>
  154. <td><p>Classical Checkpoints classes implementations</p></td>
  155. </tr>
  156. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.callbacks.multi.html#module-macop.callbacks.multi" title="macop.callbacks.multi"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.callbacks.multi</span></code></a></p></td>
  157. <td><p>Multi-objective Checkpoints classes implementations</p></td>
  158. </tr>
  159. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.callbacks.policies.html#module-macop.callbacks.policies" title="macop.callbacks.policies"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.callbacks.policies</span></code></a></p></td>
  160. <td><p>UCB policy Checkpoint class implementation</p></td>
  161. </tr>
  162. </tbody>
  163. </table>
  164. </div>
  165. <div class="section" id="macop-evaluators">
  166. <h2>macop.evaluators<a class="headerlink" href="#macop-evaluators" title="Permalink to this headline">¶</a></h2>
  167. <table class="longtable docutils align-default">
  168. <colgroup>
  169. <col style="width: 10%" />
  170. <col style="width: 90%" />
  171. </colgroup>
  172. <tbody>
  173. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.evaluators.base.html#module-macop.evaluators.base" title="macop.evaluators.base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.evaluators.base</span></code></a></p></td>
  174. <td><p>Abstract Evaluator class for computing fitness score associated to a solution</p></td>
  175. </tr>
  176. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.evaluators.discrete.mono.html#module-macop.evaluators.discrete.mono" title="macop.evaluators.discrete.mono"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.evaluators.discrete.mono</span></code></a></p></td>
  177. <td><p>Knapsack evaluators classes</p></td>
  178. </tr>
  179. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.evaluators.discrete.multi.html#module-macop.evaluators.discrete.multi" title="macop.evaluators.discrete.multi"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.evaluators.discrete.multi</span></code></a></p></td>
  180. <td><p>Multi-objective evaluators classes</p></td>
  181. </tr>
  182. </tbody>
  183. </table>
  184. </div>
  185. <div class="section" id="macop-operators">
  186. <h2>macop.operators<a class="headerlink" href="#macop-operators" title="Permalink to this headline">¶</a></h2>
  187. <table class="longtable docutils align-default">
  188. <colgroup>
  189. <col style="width: 10%" />
  190. <col style="width: 90%" />
  191. </colgroup>
  192. <tbody>
  193. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.operators.base.html#module-macop.operators.base" title="macop.operators.base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.operators.base</span></code></a></p></td>
  194. <td><p>Abstract Operator classes</p></td>
  195. </tr>
  196. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.operators.discrete.mutators.html#module-macop.operators.discrete.mutators" title="macop.operators.discrete.mutators"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.operators.discrete.mutators</span></code></a></p></td>
  197. <td><p>Mutation implementations for discrete solution</p></td>
  198. </tr>
  199. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.operators.discrete.crossovers.html#module-macop.operators.discrete.crossovers" title="macop.operators.discrete.crossovers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.operators.discrete.crossovers</span></code></a></p></td>
  200. <td><p>Crossover implementations for discrete solutions kind</p></td>
  201. </tr>
  202. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.operators.continuous.mutators.html#module-macop.operators.continuous.mutators" title="macop.operators.continuous.mutators"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.operators.continuous.mutators</span></code></a></p></td>
  203. <td><p>Mutation implementations for continuous solution</p></td>
  204. </tr>
  205. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.operators.continuous.crossovers.html#module-macop.operators.continuous.crossovers" title="macop.operators.continuous.crossovers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.operators.continuous.crossovers</span></code></a></p></td>
  206. <td><p>Crossover implementations for continuous solutions kind</p></td>
  207. </tr>
  208. </tbody>
  209. </table>
  210. </div>
  211. <div class="section" id="macop-policies">
  212. <h2>macop.policies<a class="headerlink" href="#macop-policies" title="Permalink to this headline">¶</a></h2>
  213. <table class="longtable docutils align-default">
  214. <colgroup>
  215. <col style="width: 10%" />
  216. <col style="width: 90%" />
  217. </colgroup>
  218. <tbody>
  219. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.policies.base.html#module-macop.policies.base" title="macop.policies.base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.policies.base</span></code></a></p></td>
  220. <td><p>Abstract classes for Operator Selection Strategy</p></td>
  221. </tr>
  222. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.policies.classicals.html#module-macop.policies.classicals" title="macop.policies.classicals"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.policies.classicals</span></code></a></p></td>
  223. <td><p>Classical policies classes implementations</p></td>
  224. </tr>
  225. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.policies.reinforcement.html#module-macop.policies.reinforcement" title="macop.policies.reinforcement"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.policies.reinforcement</span></code></a></p></td>
  226. <td><p>Reinforcement learning policy classes implementations for Operator Selection Strategy</p></td>
  227. </tr>
  228. </tbody>
  229. </table>
  230. </div>
  231. <div class="section" id="macop-solution">
  232. <h2>macop.solution<a class="headerlink" href="#macop-solution" title="Permalink to this headline">¶</a></h2>
  233. <table class="longtable docutils align-default">
  234. <colgroup>
  235. <col style="width: 10%" />
  236. <col style="width: 90%" />
  237. </colgroup>
  238. <tbody>
  239. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.solutions.base.html#module-macop.solutions.base" title="macop.solutions.base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.solutions.base</span></code></a></p></td>
  240. <td><p>Abstract solution class</p></td>
  241. </tr>
  242. <tr class="row-even"><td><p><a class="reference internal" href="macop/macop.solutions.discrete.html#module-macop.solutions.discrete" title="macop.solutions.discrete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.solutions.discrete</span></code></a></p></td>
  243. <td><p>Discrete solution classes implementations</p></td>
  244. </tr>
  245. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.solutions.continuous.html#module-macop.solutions.continuous" title="macop.solutions.continuous"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.solutions.continuous</span></code></a></p></td>
  246. <td><p>Continuous solution classes implementation</p></td>
  247. </tr>
  248. </tbody>
  249. </table>
  250. </div>
  251. <div class="section" id="macop-utils">
  252. <h2>macop.utils<a class="headerlink" href="#macop-utils" title="Permalink to this headline">¶</a></h2>
  253. <table class="longtable docutils align-default">
  254. <colgroup>
  255. <col style="width: 10%" />
  256. <col style="width: 90%" />
  257. </colgroup>
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  259. <tr class="row-odd"><td><p><a class="reference internal" href="macop/macop.utils.progress.html#module-macop.utils.progress" title="macop.utils.progress"><code class="xref py py-obj docutils literal notranslate"><span class="pre">macop.utils.progress</span></code></a></p></td>
  260. <td><p>Utils progress <cite>macop</cite> module when verbose enable</p></td>
  261. </tr>
  262. </tbody>
  263. </table>
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