update exercises w38 and w39
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KarlHenrik
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Applied Data Analysis and Machine Learning
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Review of Statistics with Resampling Techniques and Linear Algebra</span></p>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">From Regression to Support Vector Machines</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter1.html">3. Linear Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter2.html">4. Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter3.html">5. Resampling Methods</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter4.html">6. Logistic Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapteroptimization.html">7. Optimization, the central part of any Machine Learning algortithm</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Decision Trees, Ensemble Methods and Boosting</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter7.html">10. Ensemble Methods: From a Single Tree to Many Trees and Extreme Boosting, Meet the Jungle of Methods</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Dimensionality Reduction</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter8.html">11. Basic ideas of the Principal Component Analysis (PCA)</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter9.html">13. Neural networks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter10.html">14. Building a Feed Forward Neural Network</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter11.html">15. Solving Differential Equations with Deep Learning</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter12.html">16. Convolutional Neural Networks</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Weekly material, notes and exercises</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek34.html">Exercises week 34</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week34.html">Week 34: Introduction to the course, Logistics and Practicalities</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek35.html">Exercises week 35</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek36.html">Exercises week 36</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week36.html">Week 36: Linear Regression and Gradient descent</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek37.html">Exercises week 37</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week37.html">Week 37: Gradient descent methods</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek38.html">Exercises week 38</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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|
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</div>
|
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<nav aria-label="Page">
|
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<ul class="visible nav section-nav flex-column">
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<div id="searchbox"></div>
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<article class="bd-article">
|
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<section class="tex2jax_ignore mathjax_ignore" id="a11y-dark">
|
||||
<h1>A11Y Dark<a class="headerlink" href="#a11y-dark" title="Link to this heading">#</a></h1>
|
||||
<p>This is the Pygments implementation of a11y-dark from <a class="reference external" href="https://github.com/ericwbailey/a11y-syntax-highlighting">Eric Bailey’s
|
||||
accessible themes for syntax
|
||||
highlighting</a></p>
|
||||
<p><img alt="Screenshot of the a11y-dark theme in a bash script" src="../../../../../../_images/a11y-dark.png" /></p>
|
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<section id="colors">
|
||||
<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
|
||||
<p>Background color: <img alt="#2b2b2b" src="https://via.placeholder.com/20/2b2b2b/2b2b2b.png" /> <code class="docutils literal notranslate"><span class="pre">#2b2b2b</span></code></p>
|
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<p>Highlight color: <img alt="#ffd9002e" src="https://via.placeholder.com/20/ffd9002e/ffd9002e.png" /> <code class="docutils literal notranslate"><span class="pre">#ffd9002e</span></code></p>
|
||||
<p><strong>WCAG compliance</strong></p>
|
||||
<div class="pst-scrollable-table-container"><table class="table">
|
||||
<thead>
|
||||
<tr class="row-odd"><th class="head"><p>Color</p></th>
|
||||
<th class="head"><p>Hex</p></th>
|
||||
<th class="head"><p>Ratio</p></th>
|
||||
<th class="head"><p>Normal text</p></th>
|
||||
<th class="head"><p>Large text</p></th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr class="row-even"><td><p><img alt="#d4d0ab" src="../../../../../../_images/d4d0ab.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#d4d0ab</span></code></p></td>
|
||||
<td><p>9.0 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#ffa07a" src="../../../../../../_images/ffa07a.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#ffa07a</span></code></p></td>
|
||||
<td><p>7.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#f5ab35" src="../../../../../../_images/f5ab35.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#f5ab35</span></code></p></td>
|
||||
<td><p>7.3 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
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<tr class="row-odd"><td><p><img alt="#ffd700" src="../../../../../../_images/ffd700.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#ffd700</span></code></p></td>
|
||||
<td><p>10.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#abe338" src="../../../../../../_images/abe338.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#abe338</span></code></p></td>
|
||||
<td><p>9.3 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-odd"><td><p><img alt="#00e0e0" src="../../../../../../_images/00e0e0.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#00e0e0</span></code></p></td>
|
||||
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|
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<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
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|
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<td><p><code class="docutils literal notranslate"><span class="pre">#dcc6e0</span></code></p></td>
|
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|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#f8f8f2" src="../../../../../../_images/f8f8f2.png" /></p></td>
|
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|
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<td><p>13.3 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter2.html">4. Ridge and Lasso Regression</a></li>
|
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|
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|
||||
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|
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<h1>A11Y High Contrast Dark</h1>
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<section class="tex2jax_ignore mathjax_ignore" id="a11y-high-contrast-dark">
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<h1>A11Y High Contrast Dark<a class="headerlink" href="#a11y-high-contrast-dark" title="Link to this heading">#</a></h1>
|
||||
<p>This style mimics the a11 light theme from eric bailey’s accessible themes.</p>
|
||||
<p><img alt="Screenshot of the a11y-high-contrast-dark theme in a bash script" src="../../../../../../_images/a11y-high-contrast-dark.png" /></p>
|
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<section id="colors">
|
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
|
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<p>Background color: <img alt="#2b2b2b" src="https://via.placeholder.com/20/2b2b2b/2b2b2b.png" /> <code class="docutils literal notranslate"><span class="pre">#2b2b2b</span></code></p>
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<p>Highlight color: <img alt="#ffd9002e" src="https://via.placeholder.com/20/ffd9002e/ffd9002e.png" /> <code class="docutils literal notranslate"><span class="pre">#ffd9002e</span></code></p>
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<p><strong>WCAG compliance</strong></p>
|
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<div class="pst-scrollable-table-container"><table class="table">
|
||||
<thead>
|
||||
<tr class="row-odd"><th class="head"><p>Color</p></th>
|
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<th class="head"><p>Hex</p></th>
|
||||
<th class="head"><p>Ratio</p></th>
|
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<th class="head"><p>Normal text</p></th>
|
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<th class="head"><p>Large text</p></th>
|
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</tr>
|
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</thead>
|
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<tbody>
|
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<tr class="row-even"><td><p><img alt="#ffd900" src="../../../../../../_images/ffd900.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#ffd900</span></code></p></td>
|
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<td><p>10.2 : 1</p></td>
|
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<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#ffa07a" src="../../../../../../_images/ffa07a.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#ffa07a</span></code></p></td>
|
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<td><p>7.1 : 1</p></td>
|
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<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-even"><td><p><img alt="#abe338" src="../../../../../../_images/abe338.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#abe338</span></code></p></td>
|
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<td><p>9.3 : 1</p></td>
|
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<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#00e0e0" src="../../../../../../_images/00e0e0.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#00e0e0</span></code></p></td>
|
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<td><p>8.6 : 1</p></td>
|
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<td><p>AAA</p></td>
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<td><p>AAA</p></td>
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</tr>
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<tr class="row-even"><td><p><img alt="#dcc6e0" src="../../../../../../_images/dcc6e0.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#dcc6e0</span></code></p></td>
|
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<td><p>8.9 : 1</p></td>
|
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<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#f8f8f2" src="../../../../../../_images/f8f8f2.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#f8f8f2</span></code></p></td>
|
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<td><p>13.3 : 1</p></td>
|
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<td><p>AAA</p></td>
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<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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<h1>A11Y High Contrast Light</h1>
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<!-- Table of contents -->
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<div id="print-main-content">
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<div id="jb-print-toc">
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#colors">Colors</a></li>
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<div id="searchbox"></div>
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<section class="tex2jax_ignore mathjax_ignore" id="a11y-high-contrast-light">
|
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<h1>A11Y High Contrast Light<a class="headerlink" href="#a11y-high-contrast-light" title="Link to this heading">#</a></h1>
|
||||
<p>This style mimics the a11y-light theme (but with more contrast) from eric bailey’s accessible themes.</p>
|
||||
<p><img alt="Screenshot of the a11y-high-contrast-light theme in a bash script" src="../../../../../../_images/a11y-high-contrast-light.png" /></p>
|
||||
<section id="colors">
|
||||
<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
|
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<p>Background color: <img alt="#fefefe" src="https://via.placeholder.com/20/fefefe/fefefe.png" /> <code class="docutils literal notranslate"><span class="pre">#fefefe</span></code></p>
|
||||
<p>Highlight color: <img alt="#fae4c2" src="https://via.placeholder.com/20/fae4c2/fae4c2.png" /> <code class="docutils literal notranslate"><span class="pre">#fae4c2</span></code></p>
|
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<p><strong>WCAG compliance</strong></p>
|
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<div class="pst-scrollable-table-container"><table class="table">
|
||||
<thead>
|
||||
<tr class="row-odd"><th class="head"><p>Color</p></th>
|
||||
<th class="head"><p>Hex</p></th>
|
||||
<th class="head"><p>Ratio</p></th>
|
||||
<th class="head"><p>Normal text</p></th>
|
||||
<th class="head"><p>Large text</p></th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr class="row-even"><td><p><img alt="#515151" src="../../../../../../_images/515151.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#515151</span></code></p></td>
|
||||
<td><p>7.9 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#a12236" src="../../../../../../_images/a12236.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#a12236</span></code></p></td>
|
||||
<td><p>7.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#7f4707" src="../../../../../../_images/7f4707.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#7f4707</span></code></p></td>
|
||||
<td><p>7.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#912583" src="../../../../../../_images/912583.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#912583</span></code></p></td>
|
||||
<td><p>7.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#00622f" src="../../../../../../_images/00622f.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#00622f</span></code></p></td>
|
||||
<td><p>7.5 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-odd"><td><p><img alt="#005b82" src="../../../../../../_images/005b82.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#005b82</span></code></p></td>
|
||||
<td><p>7.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#6730c5" src="../../../../../../_images/6730c5.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#6730c5</span></code></p></td>
|
||||
<td><p>7.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-odd"><td><p><img alt="#080808" src="../../../../../../_images/080808.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#080808</span></code></p></td>
|
||||
<td><p>19.9 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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<h1>A11Y Light</h1>
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<section class="tex2jax_ignore mathjax_ignore" id="a11y-light">
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<h1>A11Y Light<a class="headerlink" href="#a11y-light" title="Link to this heading">#</a></h1>
|
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<p>This style inspired by the a11y-light theme from eric bailey’s accessible themes.</p>
|
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<p><img alt="Screenshot of the a11y-light theme in a bash script" src="../../../../../../_images/a11y-light.png" /></p>
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<section id="colors">
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
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<p>Background color: <img alt="#f2f2f2" src="https://via.placeholder.com/20/f2f2f2/f2f2f2.png" /> <code class="docutils literal notranslate"><span class="pre">#f2f2f2</span></code></p>
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<p>Highlight color: <img alt="#fdf2e2" src="https://via.placeholder.com/20/fdf2e2/fdf2e2.png" /> <code class="docutils literal notranslate"><span class="pre">#fdf2e2</span></code></p>
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<p><strong>WCAG compliance</strong></p>
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<tr class="row-odd"><th class="head"><p>Color</p></th>
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<th class="head"><p>Hex</p></th>
|
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<th class="head"><p>Ratio</p></th>
|
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<th class="head"><p>Normal text</p></th>
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</tr>
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<tr class="row-even"><td><p><img alt="#515151" src="../../../../../../_images/515151.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#515151</span></code></p></td>
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<td><p>7.1 : 1</p></td>
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<td><p>AAA</p></td>
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<td><p>AAA</p></td>
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</tr>
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<tr class="row-odd"><td><p><img alt="#d71835" src="../../../../../../_images/d71835.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#d71835</span></code></p></td>
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<td><p>4.6 : 1</p></td>
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<td><p>AA</p></td>
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<td><p>AAA</p></td>
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</tr>
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<tr class="row-even"><td><p><img alt="#7f4707" src="../../../../../../_images/7f4707.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#7f4707</span></code></p></td>
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<td><p>6.7 : 1</p></td>
|
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<td><p>AA</p></td>
|
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<td><p>AAA</p></td>
|
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</tr>
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<tr class="row-odd"><td><p><img alt="#116633" src="../../../../../../_images/116633.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#116633</span></code></p></td>
|
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<td><p>6.3 : 1</p></td>
|
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<td><p>AA</p></td>
|
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<td><p>AAA</p></td>
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<td><p>4.7 : 1</p></td>
|
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<td><p>AA</p></td>
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<td><p>AAA</p></td>
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<td><p>4.8 : 1</p></td>
|
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<td><p>AA</p></td>
|
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<td><p>AAA</p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#1e1e1e</span></code></p></td>
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<td><p>14.9 : 1</p></td>
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<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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<h1>Blinds Dark</h1>
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<!-- Table of contents -->
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<section class="tex2jax_ignore mathjax_ignore" id="blinds-dark">
|
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<h1>Blinds Dark<a class="headerlink" href="#blinds-dark" title="Link to this heading">#</a></h1>
|
||||
<p>This style mimics the blinds dark theme from vscode themes.</p>
|
||||
<p><img alt="Screenshot of the blinds-dark theme in a bash script" src="../../../../../../_images/blinds-dark.png" /></p>
|
||||
<section id="colors">
|
||||
<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
|
||||
<p>Background color: <img alt="#242424" src="https://via.placeholder.com/20/242424/242424.png" /> <code class="docutils literal notranslate"><span class="pre">#242424</span></code></p>
|
||||
<p>Highlight color: <img alt="#66666691" src="https://via.placeholder.com/20/66666691/66666691.png" /> <code class="docutils literal notranslate"><span class="pre">#66666691</span></code></p>
|
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<p><strong>WCAG compliance</strong></p>
|
||||
<div class="pst-scrollable-table-container"><table class="table">
|
||||
<thead>
|
||||
<tr class="row-odd"><th class="head"><p>Color</p></th>
|
||||
<th class="head"><p>Hex</p></th>
|
||||
<th class="head"><p>Ratio</p></th>
|
||||
<th class="head"><p>Normal text</p></th>
|
||||
<th class="head"><p>Large text</p></th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr class="row-even"><td><p><img alt="#8c8c8c" src="../../../../../../_images/8c8c8c.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#8c8c8c</span></code></p></td>
|
||||
<td><p>4.6 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#ee6677" src="../../../../../../_images/ee6677.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#ee6677</span></code></p></td>
|
||||
<td><p>5.0 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#ccbb44" src="../../../../../../_images/ccbb44.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#ccbb44</span></code></p></td>
|
||||
<td><p>8.0 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#66ccee" src="../../../../../../_images/66ccee.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#66ccee</span></code></p></td>
|
||||
<td><p>8.5 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#5391cf" src="../../../../../../_images/5391cf.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#5391cf</span></code></p></td>
|
||||
<td><p>4.7 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#d166a3" src="../../../../../../_images/d166a3.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#d166a3</span></code></p></td>
|
||||
<td><p>4.5 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#bbbbbb" src="../../../../../../_images/bbbbbb.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#bbbbbb</span></code></p></td>
|
||||
<td><p>8.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
</section>
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||||
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Applied Data Analysis and Machine Learning
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<h1>Blinds Light</h1>
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<td><p>4.6 : 1</p></td>
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<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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<section class="tex2jax_ignore mathjax_ignore" id="github-dark">
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<h1>Github Dark<a class="headerlink" href="#github-dark" title="Link to this heading">#</a></h1>
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<p>This style mimics the github dark default theme from vs code themes.</p>
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<p><img alt="Screenshot of the github-dark theme in a bash script" src="../../../../../../_images/github-dark.png" /></p>
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
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<p>Background color: <img alt="#0d1117" src="https://via.placeholder.com/20/0d1117/0d1117.png" /> <code class="docutils literal notranslate"><span class="pre">#0d1117</span></code></p>
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<p>Highlight color: <img alt="#6e7681" src="https://via.placeholder.com/20/6e7681/6e7681.png" /> <code class="docutils literal notranslate"><span class="pre">#6e7681</span></code></p>
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<tr class="row-odd"><th class="head"><p>Color</p></th>
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<th class="head"><p>Ratio</p></th>
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<th class="head"><p>Normal text</p></th>
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<tr class="row-even"><td><p><img alt="#8b949e" src="../../../../../../_images/8b949e.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#8b949e</span></code></p></td>
|
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<td><p>6.2 : 1</p></td>
|
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<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#ff7b72" src="../../../../../../_images/ff7b72.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#ff7b72</span></code></p></td>
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<td><p>7.5 : 1</p></td>
|
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<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-even"><td><p><img alt="#ffa657" src="../../../../../../_images/ffa657.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#ffa657</span></code></p></td>
|
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<td><p>9.8 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#7ee787" src="../../../../../../_images/7ee787.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#7ee787</span></code></p></td>
|
||||
<td><p>12.3 : 1</p></td>
|
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<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#79c0ff" src="../../../../../../_images/79c0ff.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#79c0ff</span></code></p></td>
|
||||
<td><p>9.7 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#d2a8ff" src="../../../../../../_images/d2a8ff.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#d2a8ff</span></code></p></td>
|
||||
<td><p>9.7 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#c9d1d9" src="../../../../../../_images/c9d1d9.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#c9d1d9</span></code></p></td>
|
||||
<td><p>12.3 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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Applied Data Analysis and Machine Learning
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<div id="searchbox"></div>
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<h1>Github Dark Colorblind<a class="headerlink" href="#github-dark-colorblind" title="Link to this heading">#</a></h1>
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<p>Background color: <img alt="#0d1117" src="https://via.placeholder.com/20/0d1117/0d1117.png" /> <code class="docutils literal notranslate"><span class="pre">#0d1117</span></code></p>
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<p>Highlight color: <img alt="#58a6ff70" src="https://via.placeholder.com/20/58a6ff70/58a6ff70.png" /> <code class="docutils literal notranslate"><span class="pre">#58a6ff70</span></code></p>
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<tr class="row-odd"><th class="head"><p>Color</p></th>
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<th class="head"><p>Hex</p></th>
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<th class="head"><p>Ratio</p></th>
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<th class="head"><p>Normal text</p></th>
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<tr class="row-even"><td><p><img alt="#b1bac4" src="../../../../../../_images/b1bac4.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#b1bac4</span></code></p></td>
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<td><p>9.6 : 1</p></td>
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<td><p>AAA</p></td>
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||||
<td><p>AAA</p></td>
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</tr>
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<tr class="row-odd"><td><p><img alt="#ec8e2c" src="../../../../../../_images/ec8e2c.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#ec8e2c</span></code></p></td>
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<td><p>7.6 : 1</p></td>
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<td><p>AAA</p></td>
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<td><p>AAA</p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#fdac54</span></code></p></td>
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<td><p>10.1 : 1</p></td>
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<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#a5d6ff" src="../../../../../../_images/a5d6ff.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#a5d6ff</span></code></p></td>
|
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<td><p>12.3 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#79c0ff" src="../../../../../../_images/79c0ff.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#79c0ff</span></code></p></td>
|
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<td><p>9.7 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
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||||
</tr>
|
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<tr class="row-odd"><td><p><img alt="#d2a8ff" src="../../../../../../_images/d2a8ff.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#d2a8ff</span></code></p></td>
|
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<td><p>9.7 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#c9d1d9" src="../../../../../../_images/c9d1d9.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#c9d1d9</span></code></p></td>
|
||||
<td><p>12.3 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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Applied Data Analysis and Machine Learning
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter6.html">9. Decision trees, overarching aims</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter7.html">10. Ensemble Methods: From a Single Tree to Many Trees and Extreme Boosting, Meet the Jungle of Methods</a></li>
|
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</ul>
|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Dimensionality Reduction</span></p>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter8.html">11. Basic ideas of the Principal Component Analysis (PCA)</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../clustering.html">12. Clustering and Unsupervised Learning</a></li>
|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Deep Learning Methods</span></p>
|
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|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter13.html">17. Recurrent neural networks: Overarching view</a></li>
|
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|
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<h1>Github Dark High Contrast</h1>
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<section class="tex2jax_ignore mathjax_ignore" id="github-dark-high-contrast">
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<h1>Github Dark High Contrast<a class="headerlink" href="#github-dark-high-contrast" title="Link to this heading">#</a></h1>
|
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<p>This style mimics the github dark high contrast theme from vs code themes.</p>
|
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<p><img alt="Screenshot of the github-dark-high-contrast theme in a bash script" src="../../../../../../_images/github-dark-high-contrast.png" /></p>
|
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<section id="colors">
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
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<p>Background color: <img alt="#0d1117" src="https://via.placeholder.com/20/0d1117/0d1117.png" /> <code class="docutils literal notranslate"><span class="pre">#0d1117</span></code></p>
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<p>Highlight color: <img alt="#58a6ff70" src="https://via.placeholder.com/20/58a6ff70/58a6ff70.png" /> <code class="docutils literal notranslate"><span class="pre">#58a6ff70</span></code></p>
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<p><strong>WCAG compliance</strong></p>
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<thead>
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<tr class="row-odd"><th class="head"><p>Color</p></th>
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<th class="head"><p>Hex</p></th>
|
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<th class="head"><p>Ratio</p></th>
|
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<th class="head"><p>Normal text</p></th>
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<th class="head"><p>Large text</p></th>
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</tr>
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<tbody>
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<tr class="row-even"><td><p><img alt="#d9dee3" src="../../../../../../_images/d9dee3.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#d9dee3</span></code></p></td>
|
||||
<td><p>14.0 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-odd"><td><p><img alt="#ff9492" src="../../../../../../_images/ff9492.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#ff9492</span></code></p></td>
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<td><p>8.9 : 1</p></td>
|
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<td><p>AAA</p></td>
|
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<td><p>AAA</p></td>
|
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</tr>
|
||||
<tr class="row-even"><td><p><img alt="#ffb757" src="../../../../../../_images/ffb757.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#ffb757</span></code></p></td>
|
||||
<td><p>11.0 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#72f088" src="../../../../../../_images/72f088.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#72f088</span></code></p></td>
|
||||
<td><p>13.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#91cbff" src="../../../../../../_images/91cbff.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#91cbff</span></code></p></td>
|
||||
<td><p>11.0 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#dbb7ff" src="../../../../../../_images/dbb7ff.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#dbb7ff</span></code></p></td>
|
||||
<td><p>11.0 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#c9d1d9" src="../../../../../../_images/c9d1d9.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#c9d1d9</span></code></p></td>
|
||||
<td><p>12.3 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
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Applied Data Analysis and Machine Learning
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<h1>Github Light</h1>
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<!-- Table of contents -->
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#colors">Colors</a></li>
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<section class="tex2jax_ignore mathjax_ignore" id="github-light">
|
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<h1>Github Light<a class="headerlink" href="#github-light" title="Link to this heading">#</a></h1>
|
||||
<p>This style mimics the github light theme from vscode themes.</p>
|
||||
<p><img alt="Screenshot of the github-light theme in a bash script" src="../../../../../../_images/github-light.png" /></p>
|
||||
<section id="colors">
|
||||
<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
|
||||
<p>Background color: <img alt="#ffffff" src="https://via.placeholder.com/20/ffffff/ffffff.png" /> <code class="docutils literal notranslate"><span class="pre">#ffffff</span></code></p>
|
||||
<p>Highlight color: <img alt="#0969da4a" src="https://via.placeholder.com/20/0969da4a/0969da4a.png" /> <code class="docutils literal notranslate"><span class="pre">#0969da4a</span></code></p>
|
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|
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<div class="pst-scrollable-table-container"><table class="table">
|
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<thead>
|
||||
<tr class="row-odd"><th class="head"><p>Color</p></th>
|
||||
<th class="head"><p>Hex</p></th>
|
||||
<th class="head"><p>Ratio</p></th>
|
||||
<th class="head"><p>Normal text</p></th>
|
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<th class="head"><p>Large text</p></th>
|
||||
</tr>
|
||||
</thead>
|
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<tbody>
|
||||
<tr class="row-even"><td><p><img alt="#6e7781" src="../../../../../../_images/6e7781.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#6e7781</span></code></p></td>
|
||||
<td><p>4.5 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#cf222e" src="../../../../../../_images/cf222e.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#cf222e</span></code></p></td>
|
||||
<td><p>5.4 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#953800" src="../../../../../../_images/953800.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#953800</span></code></p></td>
|
||||
<td><p>7.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#116329" src="../../../../../../_images/116329.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#116329</span></code></p></td>
|
||||
<td><p>7.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
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|
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<td><p><code class="docutils literal notranslate"><span class="pre">#0550ae</span></code></p></td>
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||||
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<td><p>AAA</p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#8250df</span></code></p></td>
|
||||
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|
||||
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|
||||
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<td><p><code class="docutils literal notranslate"><span class="pre">#24292f</span></code></p></td>
|
||||
<td><p>14.7 : 1</p></td>
|
||||
<td><p>AAA</p></td>
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<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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<h1>Github Light Colorblind<a class="headerlink" href="#github-light-colorblind" title="Link to this heading">#</a></h1>
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<td><p><code class="docutils literal notranslate"><span class="pre">#6e7781</span></code></p></td>
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<td><p>4.5 : 1</p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#b35900</span></code></p></td>
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Applied Data Analysis and Machine Learning
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<h1>Github Light High Contrast<a class="headerlink" href="#github-light-high-contrast" title="Link to this heading">#</a></h1>
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<p>This style mimics the github light high contrast theme from vscode themes.</p>
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<p><img alt="Screenshot of the github-light-high-contrast theme in a bash script" src="../../../../../../_images/github-light-high-contrast.png" /></p>
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
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<p>Background color: <img alt="#ffffff" src="https://via.placeholder.com/20/ffffff/ffffff.png" /> <code class="docutils literal notranslate"><span class="pre">#ffffff</span></code></p>
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<p>Highlight color: <img alt="#0969da4a" src="https://via.placeholder.com/20/0969da4a/0969da4a.png" /> <code class="docutils literal notranslate"><span class="pre">#0969da4a</span></code></p>
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<tr class="row-odd"><th class="head"><p>Color</p></th>
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<td><p><code class="docutils literal notranslate"><span class="pre">#66707b</span></code></p></td>
|
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<td><p>5.0 : 1</p></td>
|
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<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#a0111f" src="../../../../../../_images/a0111f.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#a0111f</span></code></p></td>
|
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<td><p>8.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
||||
<tr class="row-even"><td><p><img alt="#702c00" src="../../../../../../_images/702c00.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#702c00</span></code></p></td>
|
||||
<td><p>10.2 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#024c1a" src="../../../../../../_images/024c1a.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#024c1a</span></code></p></td>
|
||||
<td><p>10.2 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#023b95" src="../../../../../../_images/023b95.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#023b95</span></code></p></td>
|
||||
<td><p>10.2 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#622cbc" src="../../../../../../_images/622cbc.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#622cbc</span></code></p></td>
|
||||
<td><p>8.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#24292f" src="../../../../../../_images/24292f.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#24292f</span></code></p></td>
|
||||
<td><p>14.7 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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</tbody>
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</table>
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Applied Data Analysis and Machine Learning
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<h1>Gotthard Light</h1>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#colors">Colors</a></li>
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<section class="tex2jax_ignore mathjax_ignore" id="gotthard-light">
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<h1>Gotthard Light<a class="headerlink" href="#gotthard-light" title="Link to this heading">#</a></h1>
|
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<p>This style mimics the gotthard light theme from vscode.</p>
|
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<p><img alt="Screenshot of the gotthard-light theme in a bash script" src="../../../../../../_images/gotthard-light.png" /></p>
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
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<p>Background color: <img alt="#F5F5F5" src="https://via.placeholder.com/20/F5F5F5/F5F5F5.png" /> <code class="docutils literal notranslate"><span class="pre">#F5F5F5</span></code></p>
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<p>Highlight color: <img alt="#E1E1E1" src="https://via.placeholder.com/20/E1E1E1/E1E1E1.png" /> <code class="docutils literal notranslate"><span class="pre">#E1E1E1</span></code></p>
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<p><strong>WCAG compliance</strong></p>
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<thead>
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<tr class="row-odd"><th class="head"><p>Color</p></th>
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<th class="head"><p>Hex</p></th>
|
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<th class="head"><p>Ratio</p></th>
|
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<th class="head"><p>Normal text</p></th>
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<th class="head"><p>Large text</p></th>
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</tr>
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<tbody>
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<tr class="row-even"><td><p><img alt="#141414" src="../../../../../../_images/141414.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#141414</span></code></p></td>
|
||||
<td><p>16.9 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-odd"><td><p><img alt="#9f4e55" src="../../../../../../_images/9f4e55.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#9f4e55</span></code></p></td>
|
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<td><p>5.2 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-even"><td><p><img alt="#a25e53" src="../../../../../../_images/a25e53.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#a25e53</span></code></p></td>
|
||||
<td><p>4.5 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#98661b" src="../../../../../../_images/98661b.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#98661b</span></code></p></td>
|
||||
<td><p>4.5 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#437a6b" src="../../../../../../_images/437a6b.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#437a6b</span></code></p></td>
|
||||
<td><p>4.5 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-odd"><td><p><img alt="#3d73a9" src="../../../../../../_images/3d73a9.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#3d73a9</span></code></p></td>
|
||||
<td><p>4.6 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-even"><td><p><img alt="#974eb7" src="../../../../../../_images/974eb7.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#974eb7</span></code></p></td>
|
||||
<td><p>4.7 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
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<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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<h1>Greative</h1>
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<!-- Table of contents -->
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<section class="tex2jax_ignore mathjax_ignore" id="greative">
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<h1>Greative<a class="headerlink" href="#greative" title="Link to this heading">#</a></h1>
|
||||
<p>This style mimics greative theme from vscode themes.</p>
|
||||
<p><img alt="Screenshot of the greative theme in a bash script" src="../../../../../../_images/greative.png" /></p>
|
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<section id="colors">
|
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
|
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<p>Background color: <img alt="#010726" src="https://via.placeholder.com/20/010726/010726.png" /> <code class="docutils literal notranslate"><span class="pre">#010726</span></code></p>
|
||||
<p>Highlight color: <img alt="#473d18" src="https://via.placeholder.com/20/473d18/473d18.png" /> <code class="docutils literal notranslate"><span class="pre">#473d18</span></code></p>
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<th class="head"><p>Hex</p></th>
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<th class="head"><p>Ratio</p></th>
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<th class="head"><p>Normal text</p></th>
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<td><p><code class="docutils literal notranslate"><span class="pre">#797979</span></code></p></td>
|
||||
<td><p>4.6 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
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||||
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<tr class="row-odd"><td><p><img alt="#f78c6c" src="../../../../../../_images/f78c6c.png" /></p></td>
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<td><p>AAA</p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#9e8741</span></code></p></td>
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|
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<td><p>AA</p></td>
|
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<td><p>AAA</p></td>
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#c5e478" src="../../../../../../_images/c5e478.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#c5e478</span></code></p></td>
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||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
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||||
</tr>
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||||
<tr class="row-even"><td><p><img alt="#a2bffc" src="../../../../../../_images/a2bffc.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#a2bffc</span></code></p></td>
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<td><p>10.8 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
|
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<tr class="row-odd"><td><p><img alt="#5ca7e4" src="../../../../../../_images/5ca7e4.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#5ca7e4</span></code></p></td>
|
||||
<td><p>7.6 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#9e86c8" src="../../../../../../_images/9e86c8.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#9e86c8</span></code></p></td>
|
||||
<td><p>6.3 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
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</tr>
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Applied Data Analysis and Machine Learning
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter11.html">15. Solving Differential Equations with Deep Learning</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter12.html">16. Convolutional Neural Networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter13.html">17. Recurrent neural networks: Overarching view</a></li>
|
||||
|
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<h1>Pitaya Smoothie</h1>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#colors">Colors</a></li>
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<section class="tex2jax_ignore mathjax_ignore" id="pitaya-smoothie">
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<h1>Pitaya Smoothie<a class="headerlink" href="#pitaya-smoothie" title="Link to this heading">#</a></h1>
|
||||
<p>This style mimics the a11 light theme from eric bailey’s accessible themes.</p>
|
||||
<p><img alt="Screenshot of the pitaya-smoothie theme in a bash script" src="../../../../../../_images/pitaya-smoothie.png" /></p>
|
||||
<section id="colors">
|
||||
<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
|
||||
<p>Background color: <img alt="#181036" src="https://via.placeholder.com/20/181036/181036.png" /> <code class="docutils literal notranslate"><span class="pre">#181036</span></code></p>
|
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<p>Highlight color: <img alt="#2A1968" src="https://via.placeholder.com/20/2A1968/2A1968.png" /> <code class="docutils literal notranslate"><span class="pre">#2A1968</span></code></p>
|
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<p><strong>WCAG compliance</strong></p>
|
||||
<div class="pst-scrollable-table-container"><table class="table">
|
||||
<thead>
|
||||
<tr class="row-odd"><th class="head"><p>Color</p></th>
|
||||
<th class="head"><p>Hex</p></th>
|
||||
<th class="head"><p>Ratio</p></th>
|
||||
<th class="head"><p>Normal text</p></th>
|
||||
<th class="head"><p>Large text</p></th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr class="row-even"><td><p><img alt="#8786ac" src="../../../../../../_images/8786ac.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#8786ac</span></code></p></td>
|
||||
<td><p>5.2 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#f26196" src="../../../../../../_images/f26196.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#f26196</span></code></p></td>
|
||||
<td><p>5.9 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#f5a394" src="../../../../../../_images/f5a394.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#f5a394</span></code></p></td>
|
||||
<td><p>9.0 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#fad000" src="../../../../../../_images/fad000.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#fad000</span></code></p></td>
|
||||
<td><p>12.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#18c1c4" src="../../../../../../_images/18c1c4.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#18c1c4</span></code></p></td>
|
||||
<td><p>8.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#66e9ec" src="../../../../../../_images/66e9ec.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#66e9ec</span></code></p></td>
|
||||
<td><p>12.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#7998f2" src="../../../../../../_images/7998f2.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#7998f2</span></code></p></td>
|
||||
<td><p>6.5 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#c4a2f5" src="../../../../../../_images/c4a2f5.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#c4a2f5</span></code></p></td>
|
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<td><p>8.4 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#fefeff" src="../../../../../../_images/fefeff.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#fefeff</span></code></p></td>
|
||||
<td><p>17.9 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
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<p>Copyright (c) 2020 Jeff Forcier.</p>
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Applied Data Analysis and Machine Learning
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Review of Statistics with Resampling Techniques and Linear Algebra</span></p>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">From Regression to Support Vector Machines</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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Applied Data Analysis and Machine Learning
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Applied Data Analysis and Machine Learning
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<p>IPython is licensed under the terms of the Modified BSD License (also known as
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<h2>About the IPython Development Team<a class="headerlink" href="#about-the-ipython-development-team" title="Link to this heading">#</a></h2>
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<p>Fernando Perez began IPython in 2001 based on code from Janko Hauser
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Applied Data Analysis and Machine Learning
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Applied Data Analysis and Machine Learning
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Review of Statistics with Resampling Techniques and Linear Algebra</span></p>
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|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter4.html">6. Logistic Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapteroptimization.html">7. Optimization, the central part of any Machine Learning algortithm</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter5.html">8. Support Vector Machines, overarching aims</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Decision Trees, Ensemble Methods and Boosting</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter6.html">9. Decision trees, overarching aims</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter7.html">10. Ensemble Methods: From a Single Tree to Many Trees and Extreme Boosting, Meet the Jungle of Methods</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Dimensionality Reduction</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter8.html">11. Basic ideas of the Principal Component Analysis (PCA)</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../clustering.html">12. Clustering and Unsupervised Learning</a></li>
|
||||
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|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Deep Learning Methods</span></p>
|
||||
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|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter9.html">13. Neural networks</a></li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter10.html">14. Building a Feed Forward Neural Network</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter11.html">15. Solving Differential Equations with Deep Learning</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter12.html">16. Convolutional Neural Networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter13.html">17. Recurrent neural networks: Overarching view</a></li>
|
||||
|
||||
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|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Weekly material, notes and exercises</span></p>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek34.html">Exercises week 34</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week34.html">Week 34: Introduction to the course, Logistics and Practicalities</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek35.html">Exercises week 35</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek36.html">Exercises week 36</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week36.html">Week 36: Linear Regression and Gradient descent</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek37.html">Exercises week 37</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week37.html">Week 37: Gradient descent methods</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek38.html">Exercises week 38</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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<div id="jb-print-docs-body" class="onlyprint">
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<h1>Notebooks with MyST Markdown</h1>
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<!-- Table of contents -->
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<div id="print-main-content">
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<div id="jb-print-toc">
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<h2> Contents </h2>
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<ul class="visible nav section-nav flex-column">
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#an-example-cell">An example cell</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#create-a-notebook-with-myst-markdown">Create a notebook with MyST Markdown</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quickly-add-yaml-metadata-for-myst-notebooks">Quickly add YAML metadata for MyST Notebooks</a></li>
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<div id="searchbox"></div>
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<article class="bd-article">
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<section class="tex2jax_ignore mathjax_ignore" id="notebooks-with-myst-markdown">
|
||||
<h1>Notebooks with MyST Markdown<a class="headerlink" href="#notebooks-with-myst-markdown" title="Link to this heading">#</a></h1>
|
||||
<p>Jupyter Book also lets you write text-based notebooks using MyST Markdown.
|
||||
See <a class="reference external" href="https://jupyterbook.org/file-types/myst-notebooks.html">the Notebooks with MyST Markdown documentation</a> for more detailed instructions.
|
||||
This page shows off a notebook written in MyST Markdown.</p>
|
||||
<section id="an-example-cell">
|
||||
<h2>An example cell<a class="headerlink" href="#an-example-cell" title="Link to this heading">#</a></h2>
|
||||
<p>With MyST Markdown, you can define code cells with a directive like so:</p>
|
||||
<div class="cell docutils container">
|
||||
<div class="cell_input docutils container">
|
||||
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">2</span><span class="p">)</span>
|
||||
</pre></div>
|
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</div>
|
||||
</div>
|
||||
</div>
|
||||
<p>When your book is built, the contents of any <code class="docutils literal notranslate"><span class="pre">{code-cell}</span></code> blocks will be
|
||||
executed with your default Jupyter kernel, and their outputs will be displayed
|
||||
in-line with the rest of your content.</p>
|
||||
<div class="admonition seealso">
|
||||
<p class="admonition-title">See also</p>
|
||||
<p>Jupyter Book uses <a class="reference external" href="https://jupytext.readthedocs.io/en/latest/">Jupytext</a> to convert text-based files to notebooks, and can support <a class="reference external" href="https://jupyterbook.org/file-types/jupytext.html">many other text-based notebook files</a>.</p>
|
||||
</div>
|
||||
</section>
|
||||
<section id="create-a-notebook-with-myst-markdown">
|
||||
<h2>Create a notebook with MyST Markdown<a class="headerlink" href="#create-a-notebook-with-myst-markdown" title="Link to this heading">#</a></h2>
|
||||
<p>MyST Markdown notebooks are defined by two things:</p>
|
||||
<ol class="arabic simple">
|
||||
<li><p>YAML metadata that is needed to understand if / how it should convert text files to notebooks (including information about the kernel needed).
|
||||
See the YAML at the top of this page for example.</p></li>
|
||||
<li><p>The presence of <code class="docutils literal notranslate"><span class="pre">{code-cell}</span></code> directives, which will be executed with your book.</p></li>
|
||||
</ol>
|
||||
<p>That’s all that is needed to get started!</p>
|
||||
</section>
|
||||
<section id="quickly-add-yaml-metadata-for-myst-notebooks">
|
||||
<h2>Quickly add YAML metadata for MyST Notebooks<a class="headerlink" href="#quickly-add-yaml-metadata-for-myst-notebooks" title="Link to this heading">#</a></h2>
|
||||
<p>If you have a markdown file and you’d like to quickly add YAML metadata to it, so that Jupyter Book will treat it as a MyST Markdown Notebook, run the following command:</p>
|
||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">jupyter</span><span class="o">-</span><span class="n">book</span> <span class="n">myst</span> <span class="n">init</span> <span class="n">path</span><span class="o">/</span><span class="n">to</span><span class="o">/</span><span class="n">markdownfile</span><span class="o">.</span><span class="n">md</span>
|
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</pre></div>
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</div>
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</section>
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</section>
|
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<script type="text/x-thebe-config">
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{
|
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requestKernel: true,
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binderOptions: {
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repo: "binder-examples/jupyter-stacks-datascience",
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Applied Data Analysis and Machine Learning
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">From Regression to Support Vector Machines</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter2.html">4. Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter4.html">6. Logistic Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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<div id="jb-print-docs-body" class="onlyprint">
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<h1>Markdown Files</h1>
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<!-- Table of contents -->
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<div id="jb-print-toc">
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<h2> Contents </h2>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#what-is-myst">What is MyST?</a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#sample-roles-and-directives">Sample Roles and Directives</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#citations">Citations</a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#learn-more">Learn more</a></li>
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<article class="bd-article">
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<section class="tex2jax_ignore mathjax_ignore" id="markdown-files">
|
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<h1>Markdown Files<a class="headerlink" href="#markdown-files" title="Link to this heading">#</a></h1>
|
||||
<p>Whether you write your book’s content in Jupyter Notebooks (<code class="docutils literal notranslate"><span class="pre">.ipynb</span></code>) or
|
||||
in regular markdown files (<code class="docutils literal notranslate"><span class="pre">.md</span></code>), you’ll write in the same flavor of markdown
|
||||
called <strong>MyST Markdown</strong>.
|
||||
This is a simple file to help you get started and show off some syntax.</p>
|
||||
<section id="what-is-myst">
|
||||
<h2>What is MyST?<a class="headerlink" href="#what-is-myst" title="Link to this heading">#</a></h2>
|
||||
<p>MyST stands for “Markedly Structured Text”. It
|
||||
is a slight variation on a flavor of markdown called “CommonMark” markdown,
|
||||
with small syntax extensions to allow you to write <strong>roles</strong> and <strong>directives</strong>
|
||||
in the Sphinx ecosystem.</p>
|
||||
<p>For more about MyST, see <a class="reference external" href="https://jupyterbook.org/content/myst.html">the MyST Markdown Overview</a>.</p>
|
||||
</section>
|
||||
<section id="sample-roles-and-directives">
|
||||
<h2>Sample Roles and Directives<a class="headerlink" href="#sample-roles-and-directives" title="Link to this heading">#</a></h2>
|
||||
<p>Roles and directives are two of the most powerful tools in Jupyter Book. They
|
||||
are like functions, but written in a markup language. They both
|
||||
serve a similar purpose, but <strong>roles are written in one line</strong>, whereas
|
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<strong>directives span many lines</strong>. They both accept different kinds of inputs,
|
||||
and what they do with those inputs depends on the specific role or directive
|
||||
that is being called.</p>
|
||||
<p>Here is a “note” directive:</p>
|
||||
<div class="admonition note">
|
||||
<p class="admonition-title">Note</p>
|
||||
<p>Here is a note</p>
|
||||
</div>
|
||||
<p>It will be rendered in a special box when you build your book.</p>
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Applied Data Analysis and Machine Learning
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek34.html">Exercises week 34</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week34.html">Week 34: Introduction to the course, Logistics and Practicalities</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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<div id="jb-print-docs-body" class="onlyprint">
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<h1>Content with notebooks</h1>
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<!-- Table of contents -->
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<div id="print-main-content">
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<div id="jb-print-toc">
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#markdown-notebooks">Markdown + notebooks</a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#myst-markdown">MyST markdown</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#code-blocks-and-outputs">Code blocks and outputs</a></li>
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<article class="bd-article">
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<section class="tex2jax_ignore mathjax_ignore" id="content-with-notebooks">
|
||||
<h1>Content with notebooks<a class="headerlink" href="#content-with-notebooks" title="Link to this heading">#</a></h1>
|
||||
<p>You can also create content with Jupyter Notebooks. This means that you can include
|
||||
code blocks and their outputs in your book.</p>
|
||||
<section id="markdown-notebooks">
|
||||
<h2>Markdown + notebooks<a class="headerlink" href="#markdown-notebooks" title="Link to this heading">#</a></h2>
|
||||
<p>As it is markdown, you can embed images, HTML, etc into your posts!</p>
|
||||
<p><img alt="" src="https://myst-parser.readthedocs.io/en/latest/_static/logo-wide.svg" /></p>
|
||||
<p>You can also <span class="math notranslate nohighlight">\(add_{math}\)</span> and</p>
|
||||
<div class="math notranslate nohighlight">
|
||||
\[
|
||||
math^{blocks}
|
||||
\]</div>
|
||||
<p>or</p>
|
||||
<div class="math notranslate nohighlight">
|
||||
\[\begin{split}
|
||||
\begin{aligned}
|
||||
\mbox{mean} la_{tex} \\ \\
|
||||
math blocks
|
||||
\end{aligned}
|
||||
\end{split}\]</div>
|
||||
<p>But make sure you $Escape $your $dollar signs $you want to keep!</p>
|
||||
</section>
|
||||
<section id="myst-markdown">
|
||||
<h2>MyST markdown<a class="headerlink" href="#myst-markdown" title="Link to this heading">#</a></h2>
|
||||
<p>MyST markdown works in Jupyter Notebooks as well. For more information about MyST markdown, check
|
||||
out <a class="reference external" href="https://jupyterbook.org/content/myst.html">the MyST guide in Jupyter Book</a>,
|
||||
or see <a class="reference external" href="https://myst-parser.readthedocs.io/en/latest/">the MyST markdown documentation</a>.</p>
|
||||
</section>
|
||||
<section id="code-blocks-and-outputs">
|
||||
<h2>Code blocks and outputs<a class="headerlink" href="#code-blocks-and-outputs" title="Link to this heading">#</a></h2>
|
||||
<p>Jupyter Book will also embed your code blocks and output in your book.
|
||||
For example, here’s some sample Matplotlib code:</p>
|
||||
<div class="cell docutils container">
|
||||
<div class="cell_input docutils container">
|
||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">matplotlib</span><span class="w"> </span><span class="kn">import</span> <span class="n">rcParams</span><span class="p">,</span> <span class="n">cycler</span>
|
||||
<span class="kn">import</span><span class="w"> </span><span class="nn">matplotlib.pyplot</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">plt</span>
|
||||
<span class="kn">import</span><span class="w"> </span><span class="nn">numpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
|
||||
<span class="n">plt</span><span class="o">.</span><span class="n">ion</span><span class="p">()</span>
|
||||
</pre></div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="cell docutils container">
|
||||
<div class="cell_input docutils container">
|
||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Fixing random state for reproducibility</span>
|
||||
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">19680801</span><span class="p">)</span>
|
||||
|
||||
<span class="n">N</span> <span class="o">=</span> <span class="mi">10</span>
|
||||
<span class="n">data</span> <span class="o">=</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">logspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">100</span><span class="p">)</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span> <span class="o">+</span> <span class="n">ii</span> <span class="k">for</span> <span class="n">ii</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">N</span><span class="p">)]</span>
|
||||
<span class="n">data</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">data</span><span class="p">)</span><span class="o">.</span><span class="n">T</span>
|
||||
<span class="n">cmap</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">cm</span><span class="o">.</span><span class="n">coolwarm</span>
|
||||
<span class="n">rcParams</span><span class="p">[</span><span class="s1">'axes.prop_cycle'</span><span class="p">]</span> <span class="o">=</span> <span class="n">cycler</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="n">cmap</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">N</span><span class="p">)))</span>
|
||||
|
||||
|
||||
<span class="kn">from</span><span class="w"> </span><span class="nn">matplotlib.lines</span><span class="w"> </span><span class="kn">import</span> <span class="n">Line2D</span>
|
||||
<span class="n">custom_lines</span> <span class="o">=</span> <span class="p">[</span><span class="n">Line2D</span><span class="p">([</span><span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="n">cmap</span><span class="p">(</span><span class="mf">0.</span><span class="p">),</span> <span class="n">lw</span><span class="o">=</span><span class="mi">4</span><span class="p">),</span>
|
||||
<span class="n">Line2D</span><span class="p">([</span><span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="n">cmap</span><span class="p">(</span><span class="mf">.5</span><span class="p">),</span> <span class="n">lw</span><span class="o">=</span><span class="mi">4</span><span class="p">),</span>
|
||||
<span class="n">Line2D</span><span class="p">([</span><span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="n">cmap</span><span class="p">(</span><span class="mf">1.</span><span class="p">),</span> <span class="n">lw</span><span class="o">=</span><span class="mi">4</span><span class="p">)]</span>
|
||||
|
||||
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
|
||||
<span class="n">lines</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
|
||||
<span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">custom_lines</span><span class="p">,</span> <span class="p">[</span><span class="s1">'Cold'</span><span class="p">,</span> <span class="s1">'Medium'</span><span class="p">,</span> <span class="s1">'Hot'</span><span class="p">]);</span>
|
||||
</pre></div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<p>There is a lot more that you can do with outputs (such as including interactive outputs)
|
||||
with your book. For more information about this, see <a class="reference external" href="https://jupyterbook.org">the Jupyter Book documentation</a></p>
|
||||
</section>
|
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</section>
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Applied Data Analysis and Machine Learning
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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<h1><no title></h1>
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<article class="bd-article">
|
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|
||||
<p>Main authors:</p>
|
||||
<ul class="simple">
|
||||
<li><p>David Eppstein</p>
|
||||
<ul>
|
||||
<li><p>wrote the original LaTeX codec as a recipe on ActiveState
|
||||
<a class="reference external" href="http://code.activestate.com/recipes/252124-latex-codec/">http://code.activestate.com/recipes/252124-latex-codec/</a></p></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li><p>Peter Tröger</p>
|
||||
<ul>
|
||||
<li><p>wrote the original latexcodec package, which contained a simple
|
||||
but very effective LaTeX encoder</p></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li><p>Matthias Troffaes (<a class="reference external" href="mailto:matthias.troffaes%40gmail.com">matthias<span>.</span>troffaes<span>@</span>gmail<span>.</span>com</a>)</p>
|
||||
<ul>
|
||||
<li><p>wrote the lexer</p></li>
|
||||
<li><p>integrated codec with the lexer for a simpler and more robust
|
||||
design</p></li>
|
||||
<li><p>various bugfixes</p></li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
<p>Contributors:</p>
|
||||
<ul class="simple">
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Applied Data Analysis and Machine Learning
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|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Decision Trees, Ensemble Methods and Boosting</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter6.html">9. Decision trees, overarching aims</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter7.html">10. Ensemble Methods: From a Single Tree to Many Trees and Extreme Boosting, Meet the Jungle of Methods</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Dimensionality Reduction</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter8.html">11. Basic ideas of the Principal Component Analysis (PCA)</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../clustering.html">12. Clustering and Unsupervised Learning</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Deep Learning Methods</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter9.html">13. Neural networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter10.html">14. Building a Feed Forward Neural Network</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter11.html">15. Solving Differential Equations with Deep Learning</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter12.html">16. Convolutional Neural Networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter13.html">17. Recurrent neural networks: Overarching view</a></li>
|
||||
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Weekly material, notes and exercises</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek34.html">Exercises week 34</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week34.html">Week 34: Introduction to the course, Logistics and Practicalities</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek35.html">Exercises week 35</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek36.html">Exercises week 36</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week36.html">Week 36: Linear Regression and Gradient descent</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek37.html">Exercises week 37</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week37.html">Week 37: Gradient descent methods</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek38.html">Exercises week 38</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
|
||||
</ul>
|
||||
|
||||
</div>
|
||||
</nav></div>
|
||||
</div>
|
||||
|
||||
|
||||
<div class="sidebar-primary-items__end sidebar-primary__section">
|
||||
</div>
|
||||
|
||||
<div id="rtd-footer-container"></div>
|
||||
|
||||
|
||||
</div>
|
||||
|
||||
<main id="main-content" class="bd-main" role="main">
|
||||
|
||||
|
||||
|
||||
<div class="sbt-scroll-pixel-helper"></div>
|
||||
|
||||
<div class="bd-content">
|
||||
<div class="bd-article-container">
|
||||
|
||||
<div class="bd-header-article d-print-none">
|
||||
<div class="header-article-items header-article__inner">
|
||||
|
||||
<div class="header-article-items__start">
|
||||
|
||||
<div class="header-article-item"><button class="sidebar-toggle primary-toggle btn btn-sm" title="Toggle primary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
|
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<span class="fa-solid fa-bars"></span>
|
||||
</button></div>
|
||||
|
||||
</div>
|
||||
|
||||
|
||||
<div class="header-article-items__end">
|
||||
|
||||
<div class="header-article-item">
|
||||
|
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<div class="article-header-buttons">
|
||||
|
||||
|
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|
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|
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|
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<div class="dropdown dropdown-download-buttons">
|
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<button class="btn dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download this page">
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<i class="fas fa-download"></i>
|
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</button>
|
||||
<ul class="dropdown-menu">
|
||||
|
||||
|
||||
|
||||
<li><a href="../../../../../../_sources/.venv/lib/python3.13/site-packages/mdit_py_plugins/container/README.md" target="_blank"
|
||||
class="btn btn-sm btn-download-source-button dropdown-item"
|
||||
title="Download source file"
|
||||
data-bs-placement="left" data-bs-toggle="tooltip"
|
||||
>
|
||||
|
||||
|
||||
<span class="btn__icon-container">
|
||||
<i class="fas fa-file"></i>
|
||||
</span>
|
||||
<span class="btn__text-container">.md</span>
|
||||
</a>
|
||||
</li>
|
||||
|
||||
|
||||
|
||||
|
||||
<li>
|
||||
<button onclick="window.print()"
|
||||
class="btn btn-sm btn-download-pdf-button dropdown-item"
|
||||
title="Print to PDF"
|
||||
data-bs-placement="left" data-bs-toggle="tooltip"
|
||||
>
|
||||
|
||||
|
||||
<span class="btn__icon-container">
|
||||
<i class="fas fa-file-pdf"></i>
|
||||
</span>
|
||||
<span class="btn__text-container">.pdf</span>
|
||||
</button>
|
||||
</li>
|
||||
|
||||
</ul>
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
|
||||
<button onclick="toggleFullScreen()"
|
||||
class="btn btn-sm btn-fullscreen-button"
|
||||
title="Fullscreen mode"
|
||||
data-bs-placement="bottom" data-bs-toggle="tooltip"
|
||||
>
|
||||
|
||||
|
||||
<span class="btn__icon-container">
|
||||
<i class="fas fa-expand"></i>
|
||||
</span>
|
||||
|
||||
</button>
|
||||
|
||||
|
||||
|
||||
<script>
|
||||
document.write(`
|
||||
<button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
|
||||
<i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
|
||||
<i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
|
||||
<i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
|
||||
</button>
|
||||
`);
|
||||
</script>
|
||||
|
||||
|
||||
<script>
|
||||
document.write(`
|
||||
<button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
|
||||
<i class="fa-solid fa-magnifying-glass fa-lg"></i>
|
||||
</button>
|
||||
`);
|
||||
</script>
|
||||
<button class="sidebar-toggle secondary-toggle btn btn-sm" title="Toggle secondary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
|
||||
<span class="fa-solid fa-list"></span>
|
||||
</button>
|
||||
</div></div>
|
||||
|
||||
</div>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
<div id="jb-print-docs-body" class="onlyprint">
|
||||
<h1>markdown-it-container</h1>
|
||||
<!-- Table of contents -->
|
||||
<div id="print-main-content">
|
||||
<div id="jb-print-toc">
|
||||
|
||||
<div>
|
||||
<h2> Contents </h2>
|
||||
</div>
|
||||
<nav aria-label="Page">
|
||||
<ul class="visible nav section-nav flex-column">
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#installation">Installation</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#api">API</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#example">Example</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#license">License</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
<div id="searchbox"></div>
|
||||
<article class="bd-article">
|
||||
|
||||
<section class="tex2jax_ignore mathjax_ignore" id="markdown-it-container">
|
||||
<h1>markdown-it-container<a class="headerlink" href="#markdown-it-container" title="Link to this heading">#</a></h1>
|
||||
<p><a class="reference external" href="https://travis-ci.org/markdown-it/markdown-it-container"><img alt="Build Status" src="https://img.shields.io/travis/markdown-it/markdown-it-container/master.svg?style=flat" /></a>
|
||||
<a class="reference external" href="https://www.npmjs.org/package/markdown-it-container"><img alt="NPM version" src="https://img.shields.io/npm/v/markdown-it-container.svg?style=flat" /></a>
|
||||
<a class="reference external" href="https://coveralls.io/r/markdown-it/markdown-it-container?branch=master"><img alt="Coverage Status" src="https://img.shields.io/coveralls/markdown-it/markdown-it-container/master.svg?style=flat" /></a></p>
|
||||
<blockquote>
|
||||
<div><p>Plugin for creating block-level custom containers for <a class="reference external" href="https://github.com/markdown-it/markdown-it">markdown-it</a> markdown parser.</p>
|
||||
</div></blockquote>
|
||||
<p><strong>v2.+ requires <code class="docutils literal notranslate"><span class="pre">markdown-it</span></code> v5.+, see changelog.</strong></p>
|
||||
<p>With this plugin you can create block containers like:</p>
|
||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">:::</span> <span class="n">warning</span>
|
||||
<span class="o">*</span><span class="n">here</span> <span class="n">be</span> <span class="n">dragons</span><span class="o">*</span>
|
||||
<span class="p">:::</span>
|
||||
</pre></div>
|
||||
</div>
|
||||
<p>…. and specify how they should be rendered. If no renderer defined, <code class="docutils literal notranslate"><span class="pre"><div></span></code> with
|
||||
container name class will be created:</p>
|
||||
<div class="highlight-html notranslate"><div class="highlight"><pre><span></span><span class="p"><</span><span class="nt">div</span> <span class="na">class</span><span class="o">=</span><span class="s">"warning"</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">em</span><span class="p">></span>here be dragons<span class="p"></</span><span class="nt">em</span><span class="p">></span>
|
||||
<span class="p"></</span><span class="nt">div</span><span class="p">></span>
|
||||
</pre></div>
|
||||
</div>
|
||||
<p>Markup is the same as for <a class="reference external" href="http://spec.commonmark.org/0.18/#fenced-code-blocks">fenced code blocks</a>.
|
||||
Difference is, that marker use another character and content is rendered as markdown markup.</p>
|
||||
<section id="installation">
|
||||
<h2>Installation<a class="headerlink" href="#installation" title="Link to this heading">#</a></h2>
|
||||
<p>node.js, browser:</p>
|
||||
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>$<span class="w"> </span>npm<span class="w"> </span>install<span class="w"> </span>markdown-it-container<span class="w"> </span>--save
|
||||
$<span class="w"> </span>bower<span class="w"> </span>install<span class="w"> </span>markdown-it-container<span class="w"> </span>--save
|
||||
</pre></div>
|
||||
</div>
|
||||
</section>
|
||||
<section id="api">
|
||||
<h2>API<a class="headerlink" href="#api" title="Link to this heading">#</a></h2>
|
||||
<div class="highlight-js notranslate"><div class="highlight"><pre><span></span><span class="kd">var</span><span class="w"> </span><span class="nx">md</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">require</span><span class="p">(</span><span class="s1">'markdown-it'</span><span class="p">)()</span>
|
||||
<span class="w"> </span><span class="p">.</span><span class="nx">use</span><span class="p">(</span><span class="nx">require</span><span class="p">(</span><span class="s1">'markdown-it-container'</span><span class="p">),</span><span class="w"> </span><span class="nx">name</span><span class="w"> </span><span class="p">[,</span><span class="w"> </span><span class="nx">options</span><span class="p">]);</span>
|
||||
</pre></div>
|
||||
</div>
|
||||
<p>Params:</p>
|
||||
<ul class="simple">
|
||||
<li><p><strong>name</strong> - container name (mandatory)</p></li>
|
||||
<li><p><strong>options:</strong></p>
|
||||
<ul>
|
||||
<li><p><strong>validate</strong> - optional, function to validate tail after opening marker, should
|
||||
return <code class="docutils literal notranslate"><span class="pre">true</span></code> on success.</p></li>
|
||||
<li><p><strong>render</strong> - optional, renderer function for opening/closing tokens.</p></li>
|
||||
<li><p><strong>marker</strong> - optional (<code class="docutils literal notranslate"><span class="pre">:</span></code>), character to use in delimiter.</p></li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="example">
|
||||
<h2>Example<a class="headerlink" href="#example" title="Link to this heading">#</a></h2>
|
||||
<div class="highlight-js notranslate"><div class="highlight"><pre><span></span><span class="kd">var</span><span class="w"> </span><span class="nx">md</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">require</span><span class="p">(</span><span class="s1">'markdown-it'</span><span class="p">)();</span>
|
||||
|
||||
<span class="nx">md</span><span class="p">.</span><span class="nx">use</span><span class="p">(</span><span class="nx">require</span><span class="p">(</span><span class="s1">'markdown-it-container'</span><span class="p">),</span><span class="w"> </span><span class="s1">'spoiler'</span><span class="p">,</span><span class="w"> </span><span class="p">{</span>
|
||||
|
||||
<span class="w"> </span><span class="nx">validate</span><span class="o">:</span><span class="w"> </span><span class="kd">function</span><span class="p">(</span><span class="nx">params</span><span class="p">)</span><span class="w"> </span><span class="p">{</span>
|
||||
<span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="nx">params</span><span class="p">.</span><span class="nx">trim</span><span class="p">().</span><span class="nx">match</span><span class="p">(</span><span class="sr">/^spoiler\s+(.*)$/</span><span class="p">);</span>
|
||||
<span class="w"> </span><span class="p">},</span>
|
||||
|
||||
<span class="w"> </span><span class="nx">render</span><span class="o">:</span><span class="w"> </span><span class="kd">function</span><span class="w"> </span><span class="p">(</span><span class="nx">tokens</span><span class="p">,</span><span class="w"> </span><span class="nx">idx</span><span class="p">)</span><span class="w"> </span><span class="p">{</span>
|
||||
<span class="w"> </span><span class="kd">var</span><span class="w"> </span><span class="nx">m</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">tokens</span><span class="p">[</span><span class="nx">idx</span><span class="p">].</span><span class="nx">info</span><span class="p">.</span><span class="nx">trim</span><span class="p">().</span><span class="nx">match</span><span class="p">(</span><span class="sr">/^spoiler\s+(.*)$/</span><span class="p">);</span>
|
||||
|
||||
<span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="nx">tokens</span><span class="p">[</span><span class="nx">idx</span><span class="p">].</span><span class="nx">nesting</span><span class="w"> </span><span class="o">===</span><span class="w"> </span><span class="mf">1</span><span class="p">)</span><span class="w"> </span><span class="p">{</span>
|
||||
<span class="w"> </span><span class="c1">// opening tag</span>
|
||||
<span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="s1">'<details><summary>'</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="nx">md</span><span class="p">.</span><span class="nx">utils</span><span class="p">.</span><span class="nx">escapeHtml</span><span class="p">(</span><span class="nx">m</span><span class="p">[</span><span class="mf">1</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="s1">'</summary>\n'</span><span class="p">;</span>
|
||||
|
||||
<span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="p">{</span>
|
||||
<span class="w"> </span><span class="c1">// closing tag</span>
|
||||
<span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="s1">'</details>\n'</span><span class="p">;</span>
|
||||
<span class="w"> </span><span class="p">}</span>
|
||||
<span class="w"> </span><span class="p">}</span>
|
||||
<span class="p">});</span>
|
||||
|
||||
<span class="nx">console</span><span class="p">.</span><span class="nx">log</span><span class="p">(</span><span class="nx">md</span><span class="p">.</span><span class="nx">render</span><span class="p">(</span><span class="s1">'::: spoiler click me\n*content*\n:::\n'</span><span class="p">));</span>
|
||||
|
||||
<span class="c1">// Output:</span>
|
||||
<span class="c1">//</span>
|
||||
<span class="c1">// <details><summary>click me</summary></span>
|
||||
<span class="c1">// <p><em>content</em></p></span>
|
||||
<span class="c1">// </details></span>
|
||||
</pre></div>
|
||||
</div>
|
||||
</section>
|
||||
<section id="license">
|
||||
<h2>License<a class="headerlink" href="#license" title="Link to this heading">#</a></h2>
|
||||
<p><a class="reference external" href="https://github.com/markdown-it/markdown-it-container/blob/master/LICENSE">MIT</a></p>
|
||||
</section>
|
||||
</section>
|
||||
|
||||
<script type="text/x-thebe-config">
|
||||
{
|
||||
requestKernel: true,
|
||||
binderOptions: {
|
||||
repo: "binder-examples/jupyter-stacks-datascience",
|
||||
ref: "master",
|
||||
},
|
||||
codeMirrorConfig: {
|
||||
theme: "abcdef",
|
||||
mode: "python"
|
||||
},
|
||||
kernelOptions: {
|
||||
name: "python3",
|
||||
path: "./.venv/lib/python3.13/site-packages/mdit_py_plugins/container"
|
||||
},
|
||||
predefinedOutput: true
|
||||
}
|
||||
</script>
|
||||
<script>kernelName = 'python3'</script>
|
||||
|
||||
</article>
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<footer class="prev-next-footer d-print-none">
|
||||
|
||||
<div class="prev-next-area">
|
||||
</div>
|
||||
</footer>
|
||||
|
||||
</div>
|
||||
|
||||
|
||||
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Applied Data Analysis and Machine Learning
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<h1>markdown-it-deflist<a class="headerlink" href="#markdown-it-deflist" title="Link to this heading">#</a></h1>
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<p><a class="reference external" href="https://travis-ci.org/markdown-it/markdown-it-deflist"><img alt="Build Status" src="https://img.shields.io/travis/markdown-it/markdown-it-deflist/master.svg?style=flat" /></a>
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<blockquote>
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<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>npm<span class="w"> </span>install<span class="w"> </span>markdown-it-deflist<span class="w"> </span>--save
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bower<span class="w"> </span>install<span class="w"> </span>markdown-it-deflist<span class="w"> </span>--save
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<p><em>Differences in browser.</em> If you load script directly into the page, without
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|
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|
||||
<ul class="nav bd-sidenav">
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../statistics.html">1. Elements of Probability Theory and Statistical Data Analysis</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../linalg.html">2. Linear Algebra, Handling of Arrays and more Python Features</a></li>
|
||||
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|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">From Regression to Support Vector Machines</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter1.html">3. Linear Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter2.html">4. Ridge and Lasso Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter3.html">5. Resampling Methods</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter4.html">6. Logistic Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapteroptimization.html">7. Optimization, the central part of any Machine Learning algortithm</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter5.html">8. Support Vector Machines, overarching aims</a></li>
|
||||
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|
||||
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|
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|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter7.html">10. Ensemble Methods: From a Single Tree to Many Trees and Extreme Boosting, Meet the Jungle of Methods</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Dimensionality Reduction</span></p>
|
||||
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|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter8.html">11. Basic ideas of the Principal Component Analysis (PCA)</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../clustering.html">12. Clustering and Unsupervised Learning</a></li>
|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Deep Learning Methods</span></p>
|
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<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter9.html">13. Neural networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter10.html">14. Building a Feed Forward Neural Network</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter11.html">15. Solving Differential Equations with Deep Learning</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter12.html">16. Convolutional Neural Networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter13.html">17. Recurrent neural networks: Overarching view</a></li>
|
||||
|
||||
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|
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|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek34.html">Exercises week 34</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../week34.html">Week 34: Introduction to the course, Logistics and Practicalities</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek35.html">Exercises week 35</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek36.html">Exercises week 36</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week36.html">Week 36: Linear Regression and Gradient descent</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek37.html">Exercises week 37</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../week37.html">Week 37: Gradient descent methods</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek38.html">Exercises week 38</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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<div id="jb-print-docs-body" class="onlyprint">
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<h1>markdown-it-texmath</h1>
|
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<!-- Table of contents -->
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<div id="print-main-content">
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<div id="jb-print-toc">
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<h2> Contents </h2>
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<nav aria-label="Page">
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<ul class="visible nav section-nav flex-column">
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#features">Features</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#show-me">Show me</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-with-node-js">Use with <code class="docutils literal notranslate"><span class="pre">node.js</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-in-browser">Use in Browser</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#cdn">CDN</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dependencies">Dependencies</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#todo">ToDo</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#faq">FAQ</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#changelog">CHANGELOG</a><ul class="nav section-nav flex-column">
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-october-04-2019">[0.6.0] on October 04, 2019</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-february-07-2019">[0.5.5] on February 07, 2019</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-january-20-2019">[0.5.4] on January 20, 2019</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-november-11-2018">[0.5.3] on November 11, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-september-07-2018">[0.5.2] on September 07, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-august-15-2018">[0.5.0] on August 15, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-january-05-2018">[0.4.6] on January 05, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-november-06-2017">[0.4.5] on November 06, 2017</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-september-27-2017">[0.4.4] on September 27, 2017</a></li>
|
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</ul>
|
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</li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#license">License</a></li>
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</div>
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<div id="searchbox"></div>
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<article class="bd-article">
|
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|
||||
<p><a class="reference external" href="https://github.com/goessner/markdown-it-texmath/blob/master/licence.txt"><img alt="License" src="https://img.shields.io/github/license/goessner/markdown-it-texmath.svg" /></a>
|
||||
<a class="reference external" href="https://www.npmjs.com/package/markdown-it-texmath"><img alt="npm" src="https://img.shields.io/npm/v/markdown-it-texmath.svg" /></a>
|
||||
<a class="reference external" href="https://www.npmjs.com/package/markdown-it-texmath"><img alt="npm" src="https://img.shields.io/npm/dt/markdown-it-texmath.svg" /></a></p>
|
||||
<section class="tex2jax_ignore mathjax_ignore" id="markdown-it-texmath">
|
||||
<h1>markdown-it-texmath<a class="headerlink" href="#markdown-it-texmath" title="Link to this heading">#</a></h1>
|
||||
<p>Add TeX math equations to your Markdown documents rendered by <a class="reference external" href="https://github.com/markdown-it/markdown-it">markdown-it</a> parser. <a class="reference external" href="https://github.com/Khan/KaTeX">KaTeX</a> is used as a fast math renderer.</p>
|
||||
<section id="features">
|
||||
<h2>Features<a class="headerlink" href="#features" title="Link to this heading">#</a></h2>
|
||||
<p>Simplify the process of authoring markdown documents containing math formulas.
|
||||
This extension is a comfortable tool for scientists, engineers and students with markdown as their first choice document format.</p>
|
||||
<ul class="simple">
|
||||
<li><p>Macro support</p></li>
|
||||
<li><p>Simple formula numbering</p></li>
|
||||
<li><p>Inline math with tables, lists and blockquote.</p></li>
|
||||
<li><p>User setting delimiters:</p>
|
||||
<ul>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">'dollars'</span></code> (default)</p>
|
||||
<ul>
|
||||
<li><p>inline: <code class="docutils literal notranslate"><span class="pre">$...$</span></code></p></li>
|
||||
<li><p>display: <code class="docutils literal notranslate"><span class="pre">$$...$$</span></code></p></li>
|
||||
<li><p>display + equation number: <code class="docutils literal notranslate"><span class="pre">$$...$$</span> <span class="pre">(1)</span></code></p></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">'brackets'</span></code></p>
|
||||
<ul>
|
||||
<li><p>inline: <code class="docutils literal notranslate"><span class="pre">\(...\)</span></code></p></li>
|
||||
<li><p>display: <code class="docutils literal notranslate"><span class="pre">\[...\]</span></code></p></li>
|
||||
<li><p>display + equation number: <code class="docutils literal notranslate"><span class="pre">\[...\]</span> <span class="pre">(1)</span></code></p></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">'gitlab'</span></code></p>
|
||||
<ul>
|
||||
<li><p>inline: <code class="docutils literal notranslate"><span class="pre">$`...`$</span></code></p></li>
|
||||
<li><p>display: <code class="docutils literal notranslate"><span class="pre">```math</span> <span class="pre">...</span> <span class="pre">```</span></code></p></li>
|
||||
<li><p>display + equation number: <code class="docutils literal notranslate"> <span class="pre">```math</span> <span class="pre">...</span> <span class="pre">```</span> <span class="pre">(1)</span></code></p></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">'julia'</span></code></p>
|
||||
<ul>
|
||||
<li><p>inline: <code class="docutils literal notranslate"><span class="pre">$...$</span></code> or <code class="docutils literal notranslate"><span class="pre">``...``</span></code></p></li>
|
||||
<li><p>display: <code class="docutils literal notranslate"><span class="pre">```math</span> <span class="pre">...</span> <span class="pre">```</span></code></p></li>
|
||||
<li><p>display + equation number: <code class="docutils literal notranslate"> <span class="pre">```math</span> <span class="pre">...</span> <span class="pre">```</span> <span class="pre">(1)</span></code></p></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">'kramdown'</span></code></p>
|
||||
<ul>
|
||||
<li><p>inline: <code class="docutils literal notranslate"><span class="pre">$$...$$</span></code></p></li>
|
||||
<li><p>display: <code class="docutils literal notranslate"><span class="pre">$$...$$</span></code></p></li>
|
||||
<li><p>display + equation number: <code class="docutils literal notranslate"><span class="pre">$$...$$</span> <span class="pre">(1)</span></code></p></li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="show-me">
|
||||
<h2>Show me<a class="headerlink" href="#show-me" title="Link to this heading">#</a></h2>
|
||||
<p>View a <a class="reference external" href="https://goessner.github.io/markdown-it-texmath/index.html">test table</a>.</p>
|
||||
<p><a class="reference external" href="https://goessner.github.io/markdown-it-texmath/markdown-it-texmath-demo.html">try it out …</a></p>
|
||||
</section>
|
||||
<section id="use-with-node-js">
|
||||
<h2>Use with <code class="docutils literal notranslate"><span class="pre">node.js</span></code><a class="headerlink" href="#use-with-node-js" title="Link to this heading">#</a></h2>
|
||||
<p>Install the extension. Verify having <code class="docutils literal notranslate"><span class="pre">markdown-it</span></code> and <code class="docutils literal notranslate"><span class="pre">katex</span></code> already installed .</p>
|
||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">npm</span> <span class="n">install</span> <span class="n">markdown</span><span class="o">-</span><span class="n">it</span><span class="o">-</span><span class="n">texmath</span>
|
||||
</pre></div>
|
||||
</div>
|
||||
<p>Use it with JavaScript.</p>
|
||||
<div class="highlight-js notranslate"><div class="highlight"><pre><span></span><span class="kd">let</span><span class="w"> </span><span class="nx">kt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">require</span><span class="p">(</span><span class="s1">'katex'</span><span class="p">),</span>
|
||||
<span class="w"> </span><span class="nx">tm</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">require</span><span class="p">(</span><span class="s1">'markdown-it-texmath'</span><span class="p">).</span><span class="nx">use</span><span class="p">(</span><span class="nx">kt</span><span class="p">),</span>
|
||||
<span class="w"> </span><span class="nx">md</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">require</span><span class="p">(</span><span class="s1">'markdown-it'</span><span class="p">)().</span><span class="nx">use</span><span class="p">(</span><span class="nx">tm</span><span class="p">,{</span><span class="nx">delimiters</span><span class="o">:</span><span class="s1">'dollars'</span><span class="p">,</span><span class="nx">macros</span><span class="o">:</span><span class="p">{</span><span class="s2">"\\RR"</span><span class="o">:</span><span class="w"> </span><span class="s2">"\\mathbb{R}"</span><span class="p">}});</span>
|
||||
|
||||
<span class="nx">md</span><span class="p">.</span><span class="nx">render</span><span class="p">(</span><span class="s1">'Euler\'s identity \(e^{i\pi}+1=0\) is a beautiful formula in $\\RR 2$.'</span><span class="p">)</span>
|
||||
</pre></div>
|
||||
</div>
|
||||
</section>
|
||||
<section id="use-in-browser">
|
||||
<h2>Use in Browser<a class="headerlink" href="#use-in-browser" title="Link to this heading">#</a></h2>
|
||||
<div class="highlight-html notranslate"><div class="highlight"><pre><span></span><span class="p"><</span><span class="nt">html</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">head</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">meta</span> <span class="na">charset</span><span class="o">=</span><span class="s">'utf-8'</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">link</span> <span class="na">rel</span><span class="o">=</span><span class="s">"stylesheet"</span> <span class="na">href</span><span class="o">=</span><span class="s">"katex.min.css"</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">link</span> <span class="na">rel</span><span class="o">=</span><span class="s">"stylesheet"</span> <span class="na">href</span><span class="o">=</span><span class="s">"texmath.css"</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">script</span> <span class="na">src</span><span class="o">=</span><span class="s">"markdown-it.min.js"</span><span class="p">></</span><span class="nt">script</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">script</span> <span class="na">src</span><span class="o">=</span><span class="s">"katex.min.js"</span><span class="p">></</span><span class="nt">script</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">script</span> <span class="na">src</span><span class="o">=</span><span class="s">"texmath.js"</span><span class="p">></</span><span class="nt">script</span><span class="p">></span>
|
||||
<span class="p"></</span><span class="nt">head</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">body</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">div</span> <span class="na">id</span><span class="o">=</span><span class="s">"out"</span><span class="p">></</span><span class="nt">div</span><span class="p">></span>
|
||||
<span class="p"><</span><span class="nt">script</span><span class="p">></span>
|
||||
<span class="w"> </span><span class="kd">let</span><span class="w"> </span><span class="nx">md</span><span class="p">;</span>
|
||||
<span class="w"> </span><span class="nb">document</span><span class="p">.</span><span class="nx">addEventListener</span><span class="p">(</span><span class="s2">"DOMContentLoaded"</span><span class="p">,</span><span class="w"> </span><span class="p">()</span><span class="w"> </span><span class="p">=></span><span class="w"> </span><span class="p">{</span>
|
||||
<span class="w"> </span><span class="kd">const</span><span class="w"> </span><span class="nx">tm</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">texmath</span><span class="p">.</span><span class="nx">use</span><span class="p">(</span><span class="nx">katex</span><span class="p">);</span>
|
||||
<span class="w"> </span><span class="nx">md</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">markdownit</span><span class="p">().</span><span class="nx">use</span><span class="p">(</span><span class="nx">tm</span><span class="p">,{</span><span class="nx">delimiters</span><span class="o">:</span><span class="s1">'dollars'</span><span class="p">,</span><span class="nx">macros</span><span class="o">:</span><span class="p">{</span><span class="s2">"\\RR"</span><span class="o">:</span><span class="w"> </span><span class="s2">"\\mathbb{R}"</span><span class="p">}});</span>
|
||||
<span class="w"> </span><span class="nx">out</span><span class="p">.</span><span class="nx">innerHTML</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nx">md</span><span class="p">.</span><span class="nx">render</span><span class="p">(</span><span class="s1">'Euler\'s identity $e^{i\pi}+1=0$ is a beautiful formula in //RR 2.'</span><span class="p">);</span>
|
||||
<span class="w"> </span><span class="p">})</span>
|
||||
<span class="w"> </span><span class="p"></</span><span class="nt">script</span><span class="p">></span>
|
||||
<span class="p"></</span><span class="nt">body</span><span class="p">></span>
|
||||
<span class="p"></</span><span class="nt">html</span><span class="p">></span>
|
||||
</pre></div>
|
||||
</div>
|
||||
</section>
|
||||
<section id="cdn">
|
||||
<h2>CDN<a class="headerlink" href="#cdn" title="Link to this heading">#</a></h2>
|
||||
<p>Use following links for <code class="docutils literal notranslate"><span class="pre">texmath.js</span></code> and <code class="docutils literal notranslate"><span class="pre">texmath.css</span></code></p>
|
||||
<ul class="simple">
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">https://gitcdn.xyz/cdn/goessner/markdown-it-texmath/master/texmath.js</span></code></p></li>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">https://gitcdn.xyz/cdn/goessner/markdown-it-texmath/master/texmath.css</span></code></p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="dependencies">
|
||||
<h2>Dependencies<a class="headerlink" href="#dependencies" title="Link to this heading">#</a></h2>
|
||||
<ul class="simple">
|
||||
<li><p><a class="reference external" href="https://github.com/markdown-it/markdown-it"><code class="docutils literal notranslate"><span class="pre">markdown-it</span></code></a>: Markdown parser done right. Fast and easy to extend.</p></li>
|
||||
<li><p><a class="reference external" href="https://github.com/Khan/KaTeX"><code class="docutils literal notranslate"><span class="pre">katex</span></code></a>: This is where credits for fast rendering TeX math in HTML go to.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="todo">
|
||||
<h2>ToDo<a class="headerlink" href="#todo" title="Link to this heading">#</a></h2>
|
||||
<p>nothing yet</p>
|
||||
</section>
|
||||
<section id="faq">
|
||||
<h2>FAQ<a class="headerlink" href="#faq" title="Link to this heading">#</a></h2>
|
||||
<ul class="simple">
|
||||
<li><p><strong><code class="docutils literal notranslate"><span class="pre">markdown-it-texmath</span></code> with React Native does not work, why ?</strong></p>
|
||||
<ul>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">markdown-it-texmath</span></code> is using regular expressions with <code class="docutils literal notranslate"><span class="pre">y</span></code> <a class="reference external" href="https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/RegExp/sticky">(sticky) property</a> and cannot avoid this. The use of the <code class="docutils literal notranslate"><span class="pre">y</span></code> flag in regular expressions means the plugin is not compatible with React Native (which as of now doesn’t support it and throws an error <code class="docutils literal notranslate"><span class="pre">Invalid</span> <span class="pre">flags</span> <span class="pre">supplied</span> <span class="pre">to</span> <span class="pre">RegExp</span> <span class="pre">constructor</span></code>).</p></li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="changelog">
|
||||
<h2>CHANGELOG<a class="headerlink" href="#changelog" title="Link to this heading">#</a></h2>
|
||||
<section id="on-october-04-2019">
|
||||
<h3>[0.6.0] on October 04, 2019<a class="headerlink" href="#on-october-04-2019" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Add support for <a class="reference external" href="https://docs.julialang.org/en/v1/stdlib/Markdown/">Julia Markdown</a> on <a class="reference external" href="https://github.com/goessner/markdown-it-texmath/issues/15">request</a>.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-february-07-2019">
|
||||
<h3>[0.5.5] on February 07, 2019<a class="headerlink" href="#on-february-07-2019" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Remove <a class="reference external" href="https://github.com/goessner/markdown-it-texmath/issues/9">rendering bug with brackets delimiters</a>.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-january-20-2019">
|
||||
<h3>[0.5.4] on January 20, 2019<a class="headerlink" href="#on-january-20-2019" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Remove pathological <a class="reference external" href="https://github.com/goessner/mdmath/issues/50">bug within blockquotes</a>.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-november-11-2018">
|
||||
<h3>[0.5.3] on November 11, 2018<a class="headerlink" href="#on-november-11-2018" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Add support for Tex macros (<a class="reference external" href="https://katex.org/docs/supported.html#macros">https://katex.org/docs/supported.html#macros</a>) .</p></li>
|
||||
<li><p>Bug with <a class="reference external" href="https://github.com/goessner/markdown-it-texmath/issues/9">brackets delimiters</a> .</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-september-07-2018">
|
||||
<h3>[0.5.2] on September 07, 2018<a class="headerlink" href="#on-september-07-2018" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Add support for <a class="reference external" href="https://kramdown.gettalong.org/">Kramdown</a> .</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-august-15-2018">
|
||||
<h3>[0.5.0] on August 15, 2018<a class="headerlink" href="#on-august-15-2018" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Fatal blockquote bug investigated. Implemented workaround to vscode bug, which has finally gone with vscode 1.26.0 .</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-january-05-2018">
|
||||
<h3>[0.4.6] on January 05, 2018<a class="headerlink" href="#on-january-05-2018" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Escaped underscore bug removed.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-november-06-2017">
|
||||
<h3>[0.4.5] on November 06, 2017<a class="headerlink" href="#on-november-06-2017" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Backslash bug removed.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="on-september-27-2017">
|
||||
<h3>[0.4.4] on September 27, 2017<a class="headerlink" href="#on-september-27-2017" title="Link to this heading">#</a></h3>
|
||||
<ul class="simple">
|
||||
<li><p>Modifying the <code class="docutils literal notranslate"><span class="pre">block</span></code> mode regular expression with <code class="docutils literal notranslate"><span class="pre">gitlab</span></code> delimiters, so removing the <code class="docutils literal notranslate"><span class="pre">newline</span></code> bug.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
</section>
|
||||
<section id="license">
|
||||
<h2>License<a class="headerlink" href="#license" title="Link to this heading">#</a></h2>
|
||||
<p><code class="docutils literal notranslate"><span class="pre">markdown-it-texmath</span></code> is licensed under the <a class="reference internal" href="#./license.txt"><span class="xref myst">MIT License</span></a></p>
|
||||
<p>© <a class="reference external" href="https://github.com/goessner">Stefan Gössner</a></p>
|
||||
</section>
|
||||
</section>
|
||||
|
||||
<script type="text/x-thebe-config">
|
||||
{
|
||||
requestKernel: true,
|
||||
binderOptions: {
|
||||
repo: "binder-examples/jupyter-stacks-datascience",
|
||||
ref: "master",
|
||||
},
|
||||
codeMirrorConfig: {
|
||||
theme: "abcdef",
|
||||
mode: "python"
|
||||
},
|
||||
kernelOptions: {
|
||||
name: "python3",
|
||||
path: "./.venv/lib/python3.13/site-packages/mdit_py_plugins/texmath"
|
||||
},
|
||||
predefinedOutput: true
|
||||
}
|
||||
</script>
|
||||
<script>kernelName = 'python3'</script>
|
||||
|
||||
</article>
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<footer class="prev-next-footer d-print-none">
|
||||
|
||||
<div class="prev-next-area">
|
||||
</div>
|
||||
</footer>
|
||||
|
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</div>
|
||||
|
||||
|
||||
|
||||
<div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
|
||||
|
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|
||||
<div class="sidebar-secondary-item">
|
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<div class="page-toc tocsection onthispage">
|
||||
<i class="fa-solid fa-list"></i> Contents
|
||||
</div>
|
||||
<nav class="bd-toc-nav page-toc">
|
||||
<ul class="visible nav section-nav flex-column">
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#features">Features</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#show-me">Show me</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-with-node-js">Use with <code class="docutils literal notranslate"><span class="pre">node.js</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-in-browser">Use in Browser</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#cdn">CDN</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dependencies">Dependencies</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#todo">ToDo</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#faq">FAQ</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#changelog">CHANGELOG</a><ul class="nav section-nav flex-column">
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-october-04-2019">[0.6.0] on October 04, 2019</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-february-07-2019">[0.5.5] on February 07, 2019</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-january-20-2019">[0.5.4] on January 20, 2019</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-november-11-2018">[0.5.3] on November 11, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-september-07-2018">[0.5.2] on September 07, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-august-15-2018">[0.5.0] on August 15, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-january-05-2018">[0.4.6] on January 05, 2018</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-november-06-2017">[0.4.5] on November 06, 2017</a></li>
|
||||
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#on-september-27-2017">[0.4.4] on September 27, 2017</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#license">License</a></li>
|
||||
</ul>
|
||||
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|
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|
||||
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|
||||
<p class="component-author">
|
||||
By Morten Hjorth-Jensen
|
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|
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</div>
|
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|
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<div class="footer-item">
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|
||||
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© Copyright 2023.
|
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<!-- Scripts loaded after <body> so the DOM is not blocked -->
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<html lang="en" data-content_root="../../../../../../../../../../" >
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<head>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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<title><no title> — Applied Data Analysis and Machine Learning</title>
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document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
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<link href="../../../../../../../../../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
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<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../../../../../../../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
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Applied Data Analysis and Machine Learning
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">From Regression to Support Vector Machines</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../chapter2.html">4. Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../chapter4.html">6. Logistic Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../chapteroptimization.html">7. Optimization, the central part of any Machine Learning algortithm</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../exercisesweek34.html">Exercises week 34</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../week34.html">Week 34: Introduction to the course, Logistics and Practicalities</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../exercisesweek35.html">Exercises week 35</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../exercisesweek36.html">Exercises week 36</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../week36.html">Week 36: Linear Regression and Gradient descent</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../exercisesweek37.html">Exercises week 37</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../week37.html">Week 37: Gradient descent methods</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../exercisesweek38.html">Exercises week 38</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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<article class="bd-article">
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<p>BSD 3-Clause License</p>
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<p>Copyright (c) 2013-2024, Kim Davies and contributors.
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All rights reserved.</p>
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<p>Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are
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met:</p>
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<li><p>Redistributions of source code must retain the above copyright
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<li><p>Redistributions in binary form must reproduce the above copyright
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notice, this list of conditions and the following disclaimer in the
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documentation and/or other materials provided with the distribution.</p></li>
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Applied Data Analysis and Machine Learning
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Applied Data Analysis and Machine Learning
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Applied Data Analysis and Machine Learning
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Review of Statistics with Resampling Techniques and Linear Algebra</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../statistics.html">1. Elements of Probability Theory and Statistical Data Analysis</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">From Regression to Support Vector Machines</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter2.html">4. Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter3.html">5. Resampling Methods</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter4.html">6. Logistic Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapteroptimization.html">7. Optimization, the central part of any Machine Learning algortithm</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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Applied Data Analysis and Machine Learning
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
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<div id="jb-print-docs-body" class="onlyprint">
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<h1>Translation workflow</h1>
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<!-- Table of contents -->
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<ul class="visible nav section-nav flex-column">
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#structure-of-translation-files">Structure of translation files</a><ul class="nav section-nav flex-column">
|
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<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#translation-source-files">Translation source files</a></li>
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<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#compiled-translation-files">Compiled translation files</a></li>
|
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</ul>
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</li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#workflow-of-translations">Workflow of translations</a></li>
|
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#to-update-a-translation">To update a translation</a></li>
|
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<div id="searchbox"></div>
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<article class="bd-article">
|
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|
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<section class="tex2jax_ignore mathjax_ignore" id="translation-workflow">
|
||||
<h1>Translation workflow<a class="headerlink" href="#translation-workflow" title="Link to this heading">#</a></h1>
|
||||
<p>This folder contains code and translations for supporting multiple languages with Sphinx.
|
||||
See <a class="reference external" href="https://www.sphinx-doc.org/en/master/usage/configuration.html">the Sphinx internationalization documentation</a> for more details.</p>
|
||||
<section id="structure-of-translation-files">
|
||||
<h2>Structure of translation files<a class="headerlink" href="#structure-of-translation-files" title="Link to this heading">#</a></h2>
|
||||
<section id="translation-source-files">
|
||||
<h3>Translation source files<a class="headerlink" href="#translation-source-files" title="Link to this heading">#</a></h3>
|
||||
<p>The source files for our translations are hand-edited, and contain the raw mapping of words onto various languages.
|
||||
They are checked in to <code class="docutils literal notranslate"><span class="pre">git</span></code> history with this repository.</p>
|
||||
<p><code class="docutils literal notranslate"><span class="pre">src/sphinx_book_theme/assets/translations/jsons</span></code> contains a collection of JSON files that define the translation for various phrases in this repository.
|
||||
Each file is a different phrase, and its contents define language codes and translated phrases for each language we support.
|
||||
They were originally created with <a class="reference external" href="https://smodin.me/translate-one-text-into-multiple-languages">the smodin.io language translator</a> (see below for how to update them).</p>
|
||||
</section>
|
||||
<section id="compiled-translation-files">
|
||||
<h3>Compiled translation files<a class="headerlink" href="#compiled-translation-files" title="Link to this heading">#</a></h3>
|
||||
<p>The translation source files are compiled at build time (when we run <code class="docutils literal notranslate"><span class="pre">stb</span> <span class="pre">compile</span></code>) automatically.
|
||||
This is executed by the Python script at <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">src/sphinx_book_theme/_compile_translations.py</span></code> (more information on that below).</p>
|
||||
<p>These compiled files are <strong>not checked into <code class="docutils literal notranslate"><span class="pre">.git</span></code> history</strong>, but they <strong>are</strong> bundled with the theme when it is distributed in a package.
|
||||
Here’s a brief explanation of each:</p>
|
||||
<ul class="simple">
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">src/sphinx_book_theme/theme/sphinx_book_theme/static/locales</span></code> contains Sphinx locale files that were auto-converted from the files in <code class="docutils literal notranslate"><span class="pre">jsons/</span></code> by the helper script below.</p></li>
|
||||
<li><p><code class="docutils literal notranslate"><span class="pre">src/sphinx_book_theme/_compile_translations.py</span></code> is a helper script to auto-generate Sphinx locale files from the JSONs in <code class="docutils literal notranslate"><span class="pre">jsons/</span></code>.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
</section>
|
||||
<section id="workflow-of-translations">
|
||||
<h2>Workflow of translations<a class="headerlink" href="#workflow-of-translations" title="Link to this heading">#</a></h2>
|
||||
<p>Here’s a short workflow of how to add a new translation, assuming that you are translating using the <a class="reference external" href="https://smodin.io/translate-one-text-into-multiple-languages">smodin.io service</a>.</p>
|
||||
<ol class="arabic">
|
||||
<li><p>Go to <a class="reference external" href="https://smodin.io/translate-one-text-into-multiple-languages">the smodin.io service</a></p></li>
|
||||
<li><p>Select as many languages as you like.</p></li>
|
||||
<li><p>Type in the phrase you’d like to translate.</p></li>
|
||||
<li><p>Click <code class="docutils literal notranslate"><span class="pre">TRANSLATE</span></code> and then <code class="docutils literal notranslate"><span class="pre">Download</span> <span class="pre">JSON</span></code>.</p></li>
|
||||
<li><p>This will download a JSON file with a bunch of <code class="docutils literal notranslate"><span class="pre">language-code:</span> <span class="pre">translated-phrase</span></code> mappings.</p></li>
|
||||
<li><p>Put this JSON in the <code class="docutils literal notranslate"><span class="pre">jsons/</span></code> folder, and rename it to be the phrase you’ve translated in English.
|
||||
So if the original phrase is <code class="docutils literal notranslate"><span class="pre">My</span> <span class="pre">phrase</span></code>, you should name the file <code class="docutils literal notranslate"><span class="pre">My</span> <span class="pre">phrase.json</span></code>.</p></li>
|
||||
<li><p>Run <a class="reference external" href="https://prettier.io/">the <code class="docutils literal notranslate"><span class="pre">prettier</span></code> formatter</a> on this JSON to split it into multiple lines (this makes it easier to read and edit if translations should be updated)</p>
|
||||
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>prettier<span class="w"> </span>sphinx_book_theme/translations/jsons/<message<span class="w"> </span>name>.json
|
||||
</pre></div>
|
||||
</div>
|
||||
</li>
|
||||
<li><p>Run <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">src/sphinx_book_theme/_compile_translations.py</span></code></p></li>
|
||||
<li><p>This will generate the locale files (<code class="docutils literal notranslate"><span class="pre">.mo</span></code>) that Sphinx uses in its translation machinery, and put them in <code class="docutils literal notranslate"><span class="pre">locales/<language-code>/LC_MESSAGES/<msg>.mo</span></code>.</p></li>
|
||||
</ol>
|
||||
<p>Sphinx should now know how to translate this message!</p>
|
||||
</section>
|
||||
<section id="to-update-a-translation">
|
||||
<h2>To update a translation<a class="headerlink" href="#to-update-a-translation" title="Link to this heading">#</a></h2>
|
||||
<p>To update a translation, you may go to the phase you’d like to modify in <code class="docutils literal notranslate"><span class="pre">jsons/</span></code>, then find the entry for the language you’d like to update, and change its value.
|
||||
Finally, run <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">src/sphinx_book_theme/_compile_translations.py</span></code> and this will update the <code class="docutils literal notranslate"><span class="pre">.mo</span></code> files.</p>
|
||||
</section>
|
||||
</section>
|
||||
|
||||
<script type="text/x-thebe-config">
|
||||
{
|
||||
requestKernel: true,
|
||||
binderOptions: {
|
||||
repo: "binder-examples/jupyter-stacks-datascience",
|
||||
ref: "master",
|
||||
},
|
||||
codeMirrorConfig: {
|
||||
theme: "abcdef",
|
||||
mode: "python"
|
||||
},
|
||||
kernelOptions: {
|
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name: "python3",
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Applied Data Analysis and Machine Learning
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Applied Data Analysis and Machine Learning
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Review of Statistics with Resampling Techniques and Linear Algebra</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter3.html">5. Resampling Methods</a></li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter4.html">6. Logistic Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapteroptimization.html">7. Optimization, the central part of any Machine Learning algortithm</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter5.html">8. Support Vector Machines, overarching aims</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Decision Trees, Ensemble Methods and Boosting</span></p>
|
||||
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|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter6.html">9. Decision trees, overarching aims</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter7.html">10. Ensemble Methods: From a Single Tree to Many Trees and Extreme Boosting, Meet the Jungle of Methods</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Dimensionality Reduction</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter8.html">11. Basic ideas of the Principal Component Analysis (PCA)</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../clustering.html">12. Clustering and Unsupervised Learning</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Deep Learning Methods</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter9.html">13. Neural networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter10.html">14. Building a Feed Forward Neural Network</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter11.html">15. Solving Differential Equations with Deep Learning</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter12.html">16. Convolutional Neural Networks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../chapter13.html">17. Recurrent neural networks: Overarching view</a></li>
|
||||
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Weekly material, notes and exercises</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../exercisesweek34.html">Exercises week 34</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../week34.html">Week 34: Introduction to the course, Logistics and Practicalities</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../exercisesweek35.html">Exercises week 35</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../week35.html">Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../exercisesweek36.html">Exercises week 36</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../week36.html">Week 36: Linear Regression and Gradient descent</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../exercisesweek37.html">Exercises week 37</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../week37.html">Week 37: Gradient descent methods</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../exercisesweek38.html">Exercises week 38</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../exercisesweek39.html">Exercises week 39</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
|
||||
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|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../../project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
|
||||
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|
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|
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<p>PyZMQ’s CFFI support is designed only for (Unix) systems conforming to <code class="docutils literal notranslate"><span class="pre">have_sys_un_h</span> <span class="pre">=</span> <span class="pre">True</span></code>.</p>
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Reference in New Issue
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