CBD.solver.html 25 KB

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  153. <div class="section" id="module-CBD.solver">
  154. <span id="cbd-solver-module"></span><h1>CBD.solver module<a class="headerlink" href="#module-CBD.solver" title="Permalink to this headline">¶</a></h1>
  155. <dl class="class">
  156. <dt id="CBD.solver.Solver">
  157. <em class="property">class </em><code class="descclassname">CBD.solver.</code><code class="descname">Solver</code><span class="sig-paren">(</span><em>logger</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#Solver"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.Solver" title="Permalink to this definition">¶</a></dt>
  158. <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
  159. <p>Superclass that can solve algebraic loops.</p>
  160. <table class="docutils field-list" frame="void" rules="none">
  161. <col class="field-name" />
  162. <col class="field-body" />
  163. <tbody valign="top">
  164. <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>logger</strong> (<a class="reference internal" href="CBD.naivelog.html#CBD.naivelog.Logger" title="CBD.naivelog.Logger"><em>Logger</em></a>) – The logger to use.</td>
  165. </tr>
  166. </tbody>
  167. </table>
  168. <dl class="method">
  169. <dt id="CBD.solver.Solver.checkValidity">
  170. <code class="descname">checkValidity</code><span class="sig-paren">(</span><em>path</em>, <em>component</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#Solver.checkValidity"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.Solver.checkValidity" title="Permalink to this definition">¶</a></dt>
  171. <dd><p>Checks the validity of an algebraic loop.</p>
  172. <table class="docutils field-list" frame="void" rules="none">
  173. <col class="field-name" />
  174. <col class="field-body" />
  175. <tbody valign="top">
  176. <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
  177. <li><strong>path</strong> (<em>str</em>) – The path of the top-level block.</li>
  178. <li><strong>component</strong> (<em>list</em>) – The blocks in the algebraic loop.</li>
  179. </ul>
  180. </td>
  181. </tr>
  182. </tbody>
  183. </table>
  184. </dd></dl>
  185. <dl class="method">
  186. <dt id="CBD.solver.Solver.constructInput">
  187. <code class="descname">constructInput</code><span class="sig-paren">(</span><em>component</em>, <em>curIt</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#Solver.constructInput"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.Solver.constructInput" title="Permalink to this definition">¶</a></dt>
  188. <dd><p>Constructs input for the solver.</p>
  189. <table class="docutils field-list" frame="void" rules="none">
  190. <col class="field-name" />
  191. <col class="field-body" />
  192. <tbody valign="top">
  193. <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
  194. <li><strong>component</strong> (<em>list</em>) – The blocks in the algebraic loop.</li>
  195. <li><strong>curIt</strong> (<em>int</em>) – The current iteration of the simulation.</li>
  196. </ul>
  197. </td>
  198. </tr>
  199. </tbody>
  200. </table>
  201. <div class="admonition seealso">
  202. <p class="first admonition-title">See also</p>
  203. <p class="last"><a class="reference internal" href="#CBD.solver.Solver.solve" title="CBD.solver.Solver.solve"><code class="xref py py-func docutils literal notranslate"><span class="pre">solve()</span></code></a></p>
  204. </div>
  205. </dd></dl>
  206. <dl class="method">
  207. <dt id="CBD.solver.Solver.solve">
  208. <code class="descname">solve</code><span class="sig-paren">(</span><em>solverInput</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#Solver.solve"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.Solver.solve" title="Permalink to this definition">¶</a></dt>
  209. <dd><p>Solves the algebraic loop.</p>
  210. <table class="docutils field-list" frame="void" rules="none">
  211. <col class="field-name" />
  212. <col class="field-body" />
  213. <tbody valign="top">
  214. <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>solverInput</strong> – The constructed input.</td>
  215. </tr>
  216. </tbody>
  217. </table>
  218. <div class="admonition seealso">
  219. <p class="first admonition-title">See also</p>
  220. <p class="last"><a class="reference internal" href="#CBD.solver.Solver.constructInput" title="CBD.solver.Solver.constructInput"><code class="xref py py-func docutils literal notranslate"><span class="pre">constructInput()</span></code></a></p>
  221. </div>
  222. </dd></dl>
  223. </dd></dl>
  224. <dl class="class">
  225. <dt id="CBD.solver.GaussianJordanLinearSolver">
  226. <em class="property">class </em><code class="descclassname">CBD.solver.</code><code class="descname">GaussianJordanLinearSolver</code><span class="sig-paren">(</span><em>logger</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#GaussianJordanLinearSolver"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.GaussianJordanLinearSolver" title="Permalink to this definition">¶</a></dt>
  227. <dd><p>Bases: <a class="reference internal" href="#CBD.solver.Solver" title="CBD.solver.Solver"><code class="xref py py-class docutils literal notranslate"><span class="pre">CBD.solver.Solver</span></code></a></p>
  228. <p>Solves linear algebraic loops via Gaussian-Jordan Elimination.</p>
  229. <dl class="method">
  230. <dt id="CBD.solver.GaussianJordanLinearSolver.checkValidity">
  231. <code class="descname">checkValidity</code><span class="sig-paren">(</span><em>path</em>, <em>component</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#GaussianJordanLinearSolver.checkValidity"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.GaussianJordanLinearSolver.checkValidity" title="Permalink to this definition">¶</a></dt>
  232. <dd><p>Checks the validity of an algebraic loop.</p>
  233. <table class="docutils field-list" frame="void" rules="none">
  234. <col class="field-name" />
  235. <col class="field-body" />
  236. <tbody valign="top">
  237. <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
  238. <li><strong>path</strong> (<em>str</em>) – The path of the top-level block.</li>
  239. <li><strong>component</strong> (<em>list</em>) – The blocks in the algebraic loop.</li>
  240. </ul>
  241. </td>
  242. </tr>
  243. </tbody>
  244. </table>
  245. </dd></dl>
  246. <dl class="method">
  247. <dt id="CBD.solver.GaussianJordanLinearSolver.constructInput">
  248. <code class="descname">constructInput</code><span class="sig-paren">(</span><em>strongComponent</em>, <em>curIteration</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#GaussianJordanLinearSolver.constructInput"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.GaussianJordanLinearSolver.constructInput" title="Permalink to this definition">¶</a></dt>
  249. <dd><p>Constructs input for a solver of systems of linear equations
  250. Input consists of two matrices:</p>
  251. <blockquote>
  252. <div><ul class="simple">
  253. <li>M1: coefficient matrix, where each row represents an equation of the system</li>
  254. <li>M2: result matrix, where each element is the result for the corresponding equation in M1</li>
  255. </ul>
  256. </div></blockquote>
  257. </dd></dl>
  258. <dl class="method">
  259. <dt id="CBD.solver.GaussianJordanLinearSolver.solve">
  260. <code class="descname">solve</code><span class="sig-paren">(</span><em>solverInput</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#GaussianJordanLinearSolver.solve"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.GaussianJordanLinearSolver.solve" title="Permalink to this definition">¶</a></dt>
  261. <dd><p>Solves the algebraic loop.</p>
  262. <table class="docutils field-list" frame="void" rules="none">
  263. <col class="field-name" />
  264. <col class="field-body" />
  265. <tbody valign="top">
  266. <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>solverInput</strong> – The constructed input.</td>
  267. </tr>
  268. </tbody>
  269. </table>
  270. <div class="admonition seealso">
  271. <p class="first admonition-title">See also</p>
  272. <p class="last"><a class="reference internal" href="#CBD.solver.GaussianJordanLinearSolver.constructInput" title="CBD.solver.GaussianJordanLinearSolver.constructInput"><code class="xref py py-func docutils literal notranslate"><span class="pre">constructInput()</span></code></a></p>
  273. </div>
  274. </dd></dl>
  275. </dd></dl>
  276. <dl class="class">
  277. <dt id="CBD.solver.Matrix">
  278. <em class="property">class </em><code class="descclassname">CBD.solver.</code><code class="descname">Matrix</code><span class="sig-paren">(</span><em>rows</em>, <em>cols</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/CBD/solver.html#Matrix"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#CBD.solver.Matrix" title="Permalink to this definition">¶</a></dt>
  279. <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
  280. <p>Custom, efficient matrix class. This class is used for efficiency purposes.</p>
  281. <blockquote>
  282. <div><ul class="simple">
  283. <li>Using a while/for loop is slow.</li>
  284. <li>Using <code class="xref py py-class docutils literal notranslate"><span class="pre">[[0]</span> <span class="pre">*</span> <span class="pre">n]</span> <span class="pre">*</span> <span class="pre">n</span></code> will have n references to the same list.</li>
  285. <li>Using <code class="xref py py-class docutils literal notranslate"><span class="pre">[[0]</span> <span class="pre">*</span> <span class="pre">size</span> <span class="pre">for</span> <span class="pre">_</span> <span class="pre">in</span> <span class="pre">range(size)]</span></code> can be 5 times slower
  286. than this class!</li>
  287. </ul>
  288. </div></blockquote>
  289. <p>Numpy could be used to even further increase efficiency, but this increases the
  290. required dependencies for external hardware systems (that may not provide these options).</p>
  291. </dd></dl>
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  312. <div class="catalyst-content-right" id="catalyst-content-right">
  313. <div class="catalyst-right-menu" id="catalyst-right-menu">
  314. <div class="catalyst-side-scroll" id="catalyst-side-scroll-right">
  315. <ul>
  316. <li><a class="reference internal" href="#">CBD.solver module</a></li>
  317. </ul>
  318. </div>
  319. </div>
  320. </div>
  321. </section>
  322. </div>
  323. <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
  324. <script type="text/javascript" src="_static/jquery.js"></script>
  325. <script type="text/javascript" src="_static/underscore.js"></script>
  326. <script type="text/javascript" src="_static/doctools.js"></script>
  327. <script type="text/javascript" src="_static/language_data.js"></script>
  328. <script type="text/javascript" src="_static/js/vendor/popper.min.js"></script>
  329. <script type="text/javascript" src="_static/js/vendor/bootstrap.min.js"></script>
  330. <script type="text/javascript" src="_static/js/theme.js"></script>
  331. <script type="text/javascript">
  332. jQuery(function () {
  333. SphinxRtdTheme.Navigation.enable(true);
  334. });
  335. </script>
  336. <!-- Begin Footer -->
  337. <footer class="site-footer" id="site-footer">
  338. <div class="container footer-container">
  339. <div class="footer-logo-wrapper">
  340. <a href="https://catalyst-team.com/" class="footer-logo"></a>
  341. </div>
  342. <div class="footer-links-wrapper">
  343. <div class="footer-links-col">
  344. <ul>
  345. <li class="list-title"><a href="https://github.com/catalyst-team">Ecosystem</a></li>
  346. <li><a class="nav-dropdown-item" href="https://alchemy.host">Alchemy</a></li>
  347. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/catalyst">Catalyst</a></li>
  348. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/reaction">Reaction</a></li>
  349. </ul>
  350. </div>
  351. <div class="footer-links-col">
  352. <ul>
  353. <li class="list-title"><a href="https://github.com/catalyst-team">Projects</a></li>
  354. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/codestyle">Codestyle</a></li>
  355. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/neuro">Catalyst.Neuro</a></li>
  356. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/classification">Classification</a></li>
  357. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/detection">Detection</a></li>
  358. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/segmentation">Segmentation</a></li>
  359. <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/gan">Catalyst.GAN</a></li>
  360. </ul>
  361. </div>
  362. <div class="footer-links-col">
  363. <ul>
  364. <li class="list-title"><a href="https://catalyst-team.com/">Support</a></li>
  365. <li><a href="https://github.com/catalyst-team/catalyst/issues" target="_blank">Github Issues</a></li>
  366. <li><a href="https://github.com/catalyst-team/catalyst/blob/master/CONTRIBUTING.md" target="_blank">Contributing</a></li>
  367. <li><a href="https://www.patreon.com/catalyst_team" target="_blank">Patreon</a></li>
  368. </ul>
  369. </div>
  370. <div class="footer-links-col follow-us-col">
  371. <div class="footer-social-icons">
  372. <a href="https://t.me/catalyst_team" target="_blank" class="telegram"></a>
  373. <a href="https://twitter.com/catalyst_core" target="_blank" class="twitter"></a>
  374. <a href="https://join.slack.com/t/catalyst-team-core/shared_invite/zt-d9miirnn-z86oKDzFMKlMG4fgFdZafw" target="_blank" class="ods"></a>
  375. </div>
  376. </div>
  377. </div>
  378. </div>
  379. </footer>
  380. <!-- End Footer -->
  381. <!-- Begin Mobile Menu -->
  382. <div class="mobile-main-menu">
  383. <div class="container-fluid">
  384. <div class="container">
  385. <div class="mobile-main-menu-header-container">
  386. <a class="header-logo" href="https://catalyst-team.com/" aria-label="Catalyst"></a>
  387. <a class="main-menu-close-button" href="#" data-behavior="close-mobile-menu"></a>
  388. </div>
  389. </div>
  390. </div>
  391. <div class="mobile-main-menu-links-container">
  392. <div class="main-menu">
  393. <ul>
  394. <li>
  395. <a href="">Get Started</a>
  396. </li>
  397. <li>
  398. <a href="https://github.com/catalyst-team/catalyst">Github</a>
  399. </li>
  400. </ul>
  401. </div>
  402. </div>
  403. </div>
  404. <!-- End Mobile Menu -->
  405. <script type="text/javascript" src="_static/js/vendor/anchor.min.js"></script>
  406. <script type="text/javascript">
  407. $(document).ready(function() {
  408. mobileMenu.bind();
  409. mobileTOC.bind();
  410. catalystAnchors.bind();
  411. sideMenus.bind();
  412. scrollToAnchor.bind();
  413. highlightNavigation.bind();
  414. mainMenuDropdown.bind();
  415. // Add class to links that have code blocks, since we cannot create links in code blocks
  416. $("article.catalyst-article a span.pre").each(function(e) {
  417. $(this).closest("a").addClass("has-code");
  418. });
  419. })
  420. </script>
  421. </body>
  422. </html>