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- <div class="section" id="module-CBD.solver">
- <span id="cbd-solver-module"></span><h1>CBD.solver module<a class="headerlink" href="#module-CBD.solver" title="Permalink to this headline">¶</a></h1>
- <dl class="class">
- <dt id="CBD.solver.Solver">
- <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>
- <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
- <p>Superclass that can solve algebraic loops.</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <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>
- </tr>
- </tbody>
- </table>
- <dl class="method">
- <dt id="CBD.solver.Solver.checkValidity">
- <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>
- <dd><p>Checks the validity of an algebraic loop.</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
- <li><strong>path</strong> (<em>str</em>) – The path of the top-level block.</li>
- <li><strong>component</strong> (<em>list</em>) – The blocks in the algebraic loop.</li>
- </ul>
- </td>
- </tr>
- </tbody>
- </table>
- </dd></dl>
- <dl class="method">
- <dt id="CBD.solver.Solver.constructInput">
- <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>
- <dd><p>Constructs input for the solver.</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
- <li><strong>component</strong> (<em>list</em>) – The blocks in the algebraic loop.</li>
- <li><strong>curIt</strong> (<em>int</em>) – The current iteration of the simulation.</li>
- </ul>
- </td>
- </tr>
- </tbody>
- </table>
- <div class="admonition seealso">
- <p class="first admonition-title">See also</p>
- <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>
- </div>
- </dd></dl>
- <dl class="method">
- <dt id="CBD.solver.Solver.solve">
- <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>
- <dd><p>Solves the algebraic loop.</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>solverInput</strong> – The constructed input.</td>
- </tr>
- </tbody>
- </table>
- <div class="admonition seealso">
- <p class="first admonition-title">See also</p>
- <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>
- </div>
- </dd></dl>
- </dd></dl>
- <dl class="class">
- <dt id="CBD.solver.GaussianJordanLinearSolver">
- <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>
- <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>
- <p>Solves linear algebraic loops via Gaussian-Jordan Elimination.</p>
- <dl class="method">
- <dt id="CBD.solver.GaussianJordanLinearSolver.checkValidity">
- <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>
- <dd><p>Checks the validity of an algebraic loop.</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
- <li><strong>path</strong> (<em>str</em>) – The path of the top-level block.</li>
- <li><strong>component</strong> (<em>list</em>) – The blocks in the algebraic loop.</li>
- </ul>
- </td>
- </tr>
- </tbody>
- </table>
- </dd></dl>
- <dl class="method">
- <dt id="CBD.solver.GaussianJordanLinearSolver.constructInput">
- <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>
- <dd><p>Constructs input for a solver of systems of linear equations
- Input consists of two matrices:</p>
- <blockquote>
- <div><ul class="simple">
- <li>M1: coefficient matrix, where each row represents an equation of the system</li>
- <li>M2: result matrix, where each element is the result for the corresponding equation in M1</li>
- </ul>
- </div></blockquote>
- </dd></dl>
- <dl class="method">
- <dt id="CBD.solver.GaussianJordanLinearSolver.solve">
- <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>
- <dd><p>Solves the algebraic loop.</p>
- <table class="docutils field-list" frame="void" rules="none">
- <col class="field-name" />
- <col class="field-body" />
- <tbody valign="top">
- <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>solverInput</strong> – The constructed input.</td>
- </tr>
- </tbody>
- </table>
- <div class="admonition seealso">
- <p class="first admonition-title">See also</p>
- <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>
- </div>
- </dd></dl>
- </dd></dl>
- <dl class="class">
- <dt id="CBD.solver.Matrix">
- <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>
- <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
- <p>Custom, efficient matrix class. This class is used for efficiency purposes.</p>
- <blockquote>
- <div><ul class="simple">
- <li>Using a while/for loop is slow.</li>
- <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>
- <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
- than this class!</li>
- </ul>
- </div></blockquote>
- <p>Numpy could be used to even further increase efficiency, but this increases the
- required dependencies for external hardware systems (that may not provide these options).</p>
- </dd></dl>
- </div>
- </article>
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- <div class="footer-links-wrapper">
- <div class="footer-links-col">
- <ul>
- <li class="list-title"><a href="https://github.com/catalyst-team">Ecosystem</a></li>
- <li><a class="nav-dropdown-item" href="https://alchemy.host">Alchemy</a></li>
- <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/catalyst">Catalyst</a></li>
- <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/reaction">Reaction</a></li>
- </ul>
- </div>
- <div class="footer-links-col">
- <ul>
- <li class="list-title"><a href="https://github.com/catalyst-team">Projects</a></li>
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- <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/neuro">Catalyst.Neuro</a></li>
- <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/classification">Classification</a></li>
- <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/detection">Detection</a></li>
- <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/segmentation">Segmentation</a></li>
- <li><a class="nav-dropdown-item" href="https://github.com/catalyst-team/gan">Catalyst.GAN</a></li>
- </ul>
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- <div class="footer-links-col">
- <ul>
- <li class="list-title"><a href="https://catalyst-team.com/">Support</a></li>
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- <li><a href="https://www.patreon.com/catalyst_team" target="_blank">Patreon</a></li>
- </ul>
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- <div class="footer-links-col follow-us-col">
- <div class="footer-social-icons">
- <a href="https://t.me/catalyst_team" target="_blank" class="telegram"></a>
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- <a href="https://join.slack.com/t/catalyst-team-core/shared_invite/zt-d9miirnn-z86oKDzFMKlMG4fgFdZafw" target="_blank" class="ods"></a>
- </div>
- </div>
- </div>
- </div>
- </footer>
- <!-- End Footer -->
- <!-- Begin Mobile Menu -->
- <div class="mobile-main-menu">
- <div class="container-fluid">
- <div class="container">
- <div class="mobile-main-menu-header-container">
- <a class="header-logo" href="https://catalyst-team.com/" aria-label="Catalyst"></a>
- <a class="main-menu-close-button" href="#" data-behavior="close-mobile-menu"></a>
- </div>
- </div>
- </div>
- <div class="mobile-main-menu-links-container">
- <div class="main-menu">
- <ul>
- <li>
- <a href="">Get Started</a>
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- <!-- End Mobile Menu -->
- <script type="text/javascript" src="_static/js/vendor/anchor.min.js"></script>
- <script type="text/javascript">
- $(document).ready(function() {
- mobileMenu.bind();
- mobileTOC.bind();
- catalystAnchors.bind();
- sideMenus.bind();
- scrollToAnchor.bind();
- highlightNavigation.bind();
- mainMenuDropdown.bind();
- // Add class to links that have code blocks, since we cannot create links in code blocks
- $("article.catalyst-article a span.pre").each(function(e) {
- $(this).closest("a").addClass("has-code");
- });
- })
- </script>
- </body>
- </html>
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