update exercises w38 and w39
This commit is contained in:
KarlHenrik
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Applied Data Analysis and Machine Learning
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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="../../../../../../chapter4.html">6. Logistic Regression</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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<section class="tex2jax_ignore mathjax_ignore" id="a11y-dark">
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<h1>A11Y Dark<a class="headerlink" href="#a11y-dark" title="Link to this heading">#</a></h1>
|
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<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
|
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accessible themes for syntax
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highlighting</a></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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<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="#d4d0ab" src="../../../../../../_images/d4d0ab.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#d4d0ab</span></code></p></td>
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Applied Data Analysis and Machine Learning
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<h1>A11Y High Contrast Dark</h1>
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<!-- Table of contents -->
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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>
|
||||
<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="#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>
|
||||
<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>
|
||||
<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>
|
||||
<td><p>10.2 : 1</p></td>
|
||||
<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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<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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|
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|
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|
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<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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|
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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>
|
||||
<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>
|
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<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>
|
||||
<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>
|
||||
<th class="head"><p>Large text</p></th>
|
||||
</tr>
|
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|
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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>
|
||||
<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>
|
||||
<tr class="row-odd"><td><p><img alt="#005b82" src="../../../../../../_images/005b82.png" /></p></td>
|
||||
<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>
|
||||
<tr class="row-even"><td><p><img alt="#6730c5" src="../../../../../../_images/6730c5.png" /></p></td>
|
||||
<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>
|
||||
<tr class="row-odd"><td><p><img alt="#080808" src="../../../../../../_images/080808.png" /></p></td>
|
||||
<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>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
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|
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<h1>A11Y 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="a11y-light">
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<h1>A11Y Light<a class="headerlink" href="#a11y-light" title="Link to this heading">#</a></h1>
|
||||
<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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|
||||
<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>
|
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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="#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>
|
||||
<td><p>7.1 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<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>
|
||||
<td><p>4.6 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<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>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</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>
|
||||
<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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</tr>
|
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<tr class="row-even"><td><p><img alt="#00749c" src="../../../../../../_images/00749c.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#00749c</span></code></p></td>
|
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<td><p>4.7 : 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="#8045e5" src="../../../../../../_images/8045e5.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#8045e5</span></code></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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</tr>
|
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<tr class="row-even"><td><p><img alt="#1e1e1e" src="../../../../../../_images/1e1e1e.png" /></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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<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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<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>
|
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<p>This style mimics the blinds dark theme from vscode themes.</p>
|
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<p><img alt="Screenshot of the blinds-dark theme in a bash script" src="../../../../../../_images/blinds-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="#242424" src="https://via.placeholder.com/20/242424/242424.png" /> <code class="docutils literal notranslate"><span class="pre">#242424</span></code></p>
|
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<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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|
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<div class="pst-scrollable-table-container"><table class="table">
|
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<thead>
|
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<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>
|
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</tr>
|
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</thead>
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<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>
|
||||
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|
||||
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<td><p>AAA</p></td>
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|
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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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<h1>Blinds Light<a class="headerlink" href="#blinds-light" title="Link to this heading">#</a></h1>
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<td><p>4.6 : 1</p></td>
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Applied Data Analysis and Machine Learning
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<h1>Github Dark<a class="headerlink" href="#github-dark" title="Link to this heading">#</a></h1>
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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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<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">#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>
|
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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="#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>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</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>
|
||||
<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>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<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>
|
||||
<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>
|
||||
<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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</tbody>
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Applied Data Analysis and Machine Learning
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<td><p><code class="docutils literal notranslate"><span class="pre">#b1bac4</span></code></p></td>
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Applied Data Analysis and Machine Learning
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<h1>Github Dark High Contrast</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="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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</tr>
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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>
|
||||
<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>
|
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<tr class="row-even"><td><p><img alt="#91cbff" src="../../../../../../_images/91cbff.png" /></p></td>
|
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<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>
|
||||
<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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<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>Github Light</h1>
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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>
|
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<p>This style mimics the github light theme from vscode themes.</p>
|
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<p><img alt="Screenshot of the github-light theme in a bash script" src="../../../../../../_images/github-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="#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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<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>
|
||||
<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>
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<tbody>
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<tr class="row-even"><td><p><img alt="#6e7781" src="../../../../../../_images/6e7781.png" /></p></td>
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||||
<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>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><img alt="#0550ae" src="../../../../../../_images/0550ae.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#0550ae</span></code></p></td>
|
||||
<td><p>7.6 : 1</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
<td><p>AAA</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><img alt="#8250df" src="../../../../../../_images/8250df.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#8250df</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="#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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<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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|
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|
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|
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|
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|
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<h1>Github Light Colorblind</h1>
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<section class="tex2jax_ignore mathjax_ignore" id="github-light-colorblind">
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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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<p>This style mimics the github light colorblind theme from vscode themes.</p>
|
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<p><img alt="Screenshot of the github-light-colorblind theme in a bash script" src="../../../../../../_images/github-light-colorblind.png" /></p>
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<h2>Colors<a class="headerlink" href="#colors" title="Link to this heading">#</a></h2>
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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>
|
||||
<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="#6e7781" src="../../../../../../_images/6e7781.png" /></p></td>
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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>
|
||||
<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="#b35900" src="../../../../../../_images/b35900.png" /></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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<td><p>4.8 : 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-even"><td><p><img alt="#8a4600" src="../../../../../../_images/8a4600.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#8a4600</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="#0550ae" src="../../../../../../_images/0550ae.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#0550ae</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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</tr>
|
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<tr class="row-even"><td><p><img alt="#8250df" src="../../../../../../_images/8250df.png" /></p></td>
|
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<td><p><code class="docutils literal notranslate"><span class="pre">#8250df</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-odd"><td><p><img alt="#24292f" src="../../../../../../_images/24292f.png" /></p></td>
|
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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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</tr>
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Applied Data Analysis and Machine Learning
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<section class="tex2jax_ignore mathjax_ignore" id="github-light-high-contrast">
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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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<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="#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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<div class="pst-scrollable-table-container"><table class="table">
|
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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>
|
||||
<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>
|
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</tr>
|
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</thead>
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<tbody>
|
||||
<tr class="row-even"><td><p><img alt="#66707b" src="../../../../../../_images/66707b.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#66707b</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-odd"><td><p><img alt="#a0111f" src="../../../../../../_images/a0111f.png" /></p></td>
|
||||
<td><p><code class="docutils literal notranslate"><span class="pre">#a0111f</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="#702c00" src="../../../../../../_images/702c00.png" /></p></td>
|
||||
<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>
|
||||
<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>
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Applied Data Analysis and Machine Learning
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Applied Data Analysis and Machine Learning
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<h1>Gotthard Light</h1>
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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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<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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<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>
|
||||
<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>
|
||||
<td><p>5.2 : 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="#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>
|
||||
<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>
|
||||
<tr class="row-even"><td><p><img alt="#437a6b" src="../../../../../../_images/437a6b.png" /></p></td>
|
||||
<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>
|
||||
<tr class="row-odd"><td><p><img alt="#3d73a9" src="../../../../../../_images/3d73a9.png" /></p></td>
|
||||
<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>
|
||||
</tr>
|
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<tr class="row-even"><td><p><img alt="#974eb7" src="../../../../../../_images/974eb7.png" /></p></td>
|
||||
<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>
|
||||
<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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<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>
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<p><img alt="Screenshot of the greative theme in a bash script" src="../../../../../../_images/greative.png" /></p>
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<th class="head"><p>Hex</p></th>
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<td><p><code class="docutils literal notranslate"><span class="pre">#797979</span></code></p></td>
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<td><p>4.6 : 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="#c5e478" src="../../../../../../_images/c5e478.png" /></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>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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</tr>
|
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<tr class="row-even"><td><p><img alt="#9e86c8" src="../../../../../../_images/9e86c8.png" /></p></td>
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<td><p><code class="docutils literal notranslate"><span class="pre">#9e86c8</span></code></p></td>
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<td><p>6.3 : 1</p></td>
|
||||
<td><p>AA</p></td>
|
||||
<td><p>AAA</p></td>
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Applied Data Analysis and Machine Learning
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|
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|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Dimensionality Reduction</span></p>
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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>
|
||||
<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>
|
||||
<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>
|
||||
<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>
|
||||
<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>
|
||||
<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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</tr>
|
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<p>Copyright (c) 2020 Jeff Forcier.</p>
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<p>Based on original work copyright (c) 2011 Kenneth Reitz and copyright (c) 2010
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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="../../../../../../../../../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="../../../../../../../../../week36.html">Week 36: Linear Regression and Gradient descent</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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<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">try</span><span class="p">:</span>
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<span class="nb">__import__</span><span class="p">(</span><span class="s1">'pkg_resources'</span><span class="p">)</span><span class="o">.</span><span class="n">declare_namespace</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
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|
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by either inheriting from them or registering with the abstract base class.</p></li>
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<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">|--</span> <span class="n">root_directory</span><span class="o">-></span> <span class="n">must</span> <span class="n">be</span> <span class="n">on</span> <span class="n">python</span> <span class="n">path</span>
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<span class="o">|</span> <span class="o">|--</span> <span class="n">pydevd_plugins</span>
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|
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<span class="o">|</span> <span class="o">|</span> <span class="o">|</span> <span class="o">|--</span> <span class="n">pydevd_plugin_plugin_name</span><span class="o">.</span><span class="n">py</span>
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Applied Data Analysis and Machine Learning
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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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|
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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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|
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../exercisesweek39.html">Exercises week 39</a></li>
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|
||||
Applied Data Analysis and Machine Learning
|
||||
</a>
|
||||
</li>
|
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|
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">About the course</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../../../textbooks.html">Textbooks</a></li>
|
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|
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|
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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>
|
||||
<ul class="nav bd-sidenav">
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../statistics.html">1. Elements of Probability Theory and Statistical Data Analysis</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../linalg.html">2. Linear Algebra, Handling of Arrays and more Python Features</a></li>
|
||||
</ul>
|
||||
<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>
|
||||
</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">
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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>
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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">
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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>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../../../../../chapter13.html">17. Recurrent neural networks: Overarching view</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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<ul class="nav bd-sidenav">
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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>
|
||||
<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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<ul class="nav bd-sidenav">
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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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<div>
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<h2> Contents </h2>
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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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<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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</nav>
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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="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>
|
||||
</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>
|
||||
|
||||
<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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ref: "master",
|
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},
|
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codeMirrorConfig: {
|
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theme: "abcdef",
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mode: "python"
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},
|
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kernelOptions: {
|
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name: "python3",
|
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path: "./.venv/lib/python3.13/site-packages/jupyter_book/book_template"
|
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},
|
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predefinedOutput: true
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<script>kernelName = 'python3'</script>
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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>Markdown Files</h1>
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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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<h1>Markdown Files<a class="headerlink" href="#markdown-files" title="Link to this heading">#</a></h1>
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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>
|
||||
<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>
|
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</ul>
|
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|
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|
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|
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|
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<div id="jb-print-docs-body" class="onlyprint">
|
||||
<h1>Content with notebooks</h1>
|
||||
<!-- 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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<div>
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<h2> Contents </h2>
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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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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#markdown-notebooks">Markdown + notebooks</a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#myst-markdown">MyST markdown</a></li>
|
||||
<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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</ul>
|
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</nav>
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</div>
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</div>
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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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|
||||
<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>
|
||||
</section>
|
||||
|
||||
<script type="text/x-thebe-config">
|
||||
{
|
||||
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|
||||
binderOptions: {
|
||||
repo: "binder-examples/jupyter-stacks-datascience",
|
||||
ref: "master",
|
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},
|
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codeMirrorConfig: {
|
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theme: "abcdef",
|
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mode: "python"
|
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},
|
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|
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|
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|
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},
|
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|
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}
|
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</script>
|
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<script>kernelName = 'python3'</script>
|
||||
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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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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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<p>Main authors:</p>
|
||||
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||||
<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>
|
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|
||||
<li><p>Peter Tröger</p>
|
||||
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|
||||
<li><p>wrote the original latexcodec package, which contained a simple
|
||||
but very effective LaTeX encoder</p></li>
|
||||
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|
||||
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|
||||
<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">
|
||||
<li><p>Michael Radziej</p></li>
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<li><p>Philipp Spitzer</p></li>
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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="../../../../../../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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<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="../../../../../../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="../../../../../../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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<ul class="nav bd-sidenav">
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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 class="bd-header-article d-print-none">
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<div id="jb-print-docs-body" class="onlyprint">
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<h1><no title></h1>
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<div class="line">latexcodec is a lexer and codec to work with LaTeX code in Python</div>
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<div class="line">Copyright (c) 2011-2020 by Matthias C. M. Troffaes</div>
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