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  44. <li class="toctree-l1"><a class="reference internal" href="description.html">Description</a></li>
  45. <li class="toctree-l1 current"><a class="current reference internal" href="#">API</a><ul>
  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>
  56. <li class="toctree-l3"><a class="reference internal" href="macop/macop.callbacks.multi.html">macop.callbacks.multi</a></li>
  57. <li class="toctree-l3"><a class="reference internal" href="macop/macop.callbacks.policies.html">macop.callbacks.policies</a></li>
  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>
  85. </li>
  86. <li class="toctree-l2"><a class="reference internal" href="#macop-utils">macop.utils</a><ul>
  87. <li class="toctree-l3"><a class="reference internal" href="macop/macop.utils.progress.html">macop.utils.progress</a></li>
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  116. <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
  117. <div itemprop="articleBody">
  118. <div class="section" id="api">
  119. <h1>API<a class="headerlink" href="#api" title="Permalink to this headline">¶</a></h1>
  120. <div class="section" id="macop">
  121. <h2>macop<a class="headerlink" href="#macop" title="Permalink to this headline">¶</a></h2>
  122. </div>
  123. <div class="section" id="macop-algorithms">
  124. <h2>macop.algorithms<a class="headerlink" href="#macop-algorithms" title="Permalink to this headline">¶</a></h2>
  125. <table class="longtable docutils align-default">
  126. <colgroup>
  127. <col style="width: 10%" />
  128. <col style="width: 90%" />
  129. </colgroup>
  130. <tbody>
  131. <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>
  132. <td><p>Basic Algorithm class</p></td>
  133. </tr>
  134. <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>
  135. <td><p>Mono-objective available algorithms</p></td>
  136. </tr>
  137. <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>
  138. <td><p>Multi-objetive classes algorithm</p></td>
  139. </tr>
  140. </tbody>
  141. </table>
  142. </div>
  143. <div class="section" id="macop-callbacks">
  144. <h2>macop.callbacks<a class="headerlink" href="#macop-callbacks" title="Permalink to this headline">¶</a></h2>
  145. <table class="longtable docutils align-default">
  146. <colgroup>
  147. <col style="width: 10%" />
  148. <col style="width: 90%" />
  149. </colgroup>
  150. <tbody>
  151. <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>
  152. <td><p>Abstract Checkpoint classes for callback process</p></td>
  153. </tr>
  154. <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>
  155. <td><p>Classical Checkpoints classes implementations</p></td>
  156. </tr>
  157. <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>
  158. <td><p>Multi-objective Checkpoints classes implementations</p></td>
  159. </tr>
  160. <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>
  161. <td><p>UCB policy Checkpoint class implementation</p></td>
  162. </tr>
  163. </tbody>
  164. </table>
  165. </div>
  166. <div class="section" id="macop-evaluators">
  167. <h2>macop.evaluators<a class="headerlink" href="#macop-evaluators" title="Permalink to this headline">¶</a></h2>
  168. <table class="longtable docutils align-default">
  169. <colgroup>
  170. <col style="width: 10%" />
  171. <col style="width: 90%" />
  172. </colgroup>
  173. <tbody>
  174. <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>
  175. <td><p>Abstract Evaluator class for computing fitness score associated to a solution</p></td>
  176. </tr>
  177. <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>
  178. <td><p>Knapsack evaluators classes</p></td>
  179. </tr>
  180. <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>
  181. <td><p>Multi-objective evaluators classes</p></td>
  182. </tr>
  183. </tbody>
  184. </table>
  185. </div>
  186. <div class="section" id="macop-operators">
  187. <h2>macop.operators<a class="headerlink" href="#macop-operators" title="Permalink to this headline">¶</a></h2>
  188. <table class="longtable docutils align-default">
  189. <colgroup>
  190. <col style="width: 10%" />
  191. <col style="width: 90%" />
  192. </colgroup>
  193. <tbody>
  194. <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>
  195. <td><p>Abstract Operator classes</p></td>
  196. </tr>
  197. <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>
  198. <td><p>Mutation implementations for discrete solution</p></td>
  199. </tr>
  200. <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>
  201. <td><p>Crossover implementations for discrete solutions kind</p></td>
  202. </tr>
  203. <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>
  204. <td><p>Mutation implementations for continuous solution</p></td>
  205. </tr>
  206. <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>
  207. <td><p>Crossover implementations for continuous solutions kind</p></td>
  208. </tr>
  209. </tbody>
  210. </table>
  211. </div>
  212. <div class="section" id="macop-policies">
  213. <h2>macop.policies<a class="headerlink" href="#macop-policies" title="Permalink to this headline">¶</a></h2>
  214. <table class="longtable docutils align-default">
  215. <colgroup>
  216. <col style="width: 10%" />
  217. <col style="width: 90%" />
  218. </colgroup>
  219. <tbody>
  220. <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>
  221. <td><p>Abstract classes for Operator Selection Strategy</p></td>
  222. </tr>
  223. <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>
  224. <td><p>Classical policies classes implementations</p></td>
  225. </tr>
  226. <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>
  227. <td><p>Reinforcement learning policy classes implementations for Operator Selection Strategy</p></td>
  228. </tr>
  229. </tbody>
  230. </table>
  231. </div>
  232. <div class="section" id="macop-solution">
  233. <h2>macop.solution<a class="headerlink" href="#macop-solution" title="Permalink to this headline">¶</a></h2>
  234. <table class="longtable docutils align-default">
  235. <colgroup>
  236. <col style="width: 10%" />
  237. <col style="width: 90%" />
  238. </colgroup>
  239. <tbody>
  240. <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>
  241. <td><p>Abstract solution class</p></td>
  242. </tr>
  243. <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>
  244. <td><p>Discrete solution classes implementations</p></td>
  245. </tr>
  246. <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>
  247. <td><p>Continuous solution classes implementation</p></td>
  248. </tr>
  249. </tbody>
  250. </table>
  251. </div>
  252. <div class="section" id="macop-utils">
  253. <h2>macop.utils<a class="headerlink" href="#macop-utils" title="Permalink to this headline">¶</a></h2>
  254. <table class="longtable docutils align-default">
  255. <colgroup>
  256. <col style="width: 10%" />
  257. <col style="width: 90%" />
  258. </colgroup>
  259. <tbody>
  260. <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>
  261. <td><p>Utils progress <cite>macop</cite> module when verbose enable</p></td>
  262. </tr>
  263. </tbody>
  264. </table>
  265. </div>
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