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2 changes: 1 addition & 1 deletion .buildinfo
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: fc263723e24c69929098064041fa0a43
config: 0b9007462cebea27184a611c9d301acb
tags: 645f666f9bcd5a90fca523b33c5a78b7
2 changes: 1 addition & 1 deletion 01-workshop-python.html
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60 changes: 30 additions & 30 deletions 02-workshop-numpy.html
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<script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>

<script src="_static/documentation_options.js?v=9eb32ce0"></script>
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Expand Down Expand Up @@ -646,11 +646,11 @@ <h2>Array Creation<a class="headerlink" href="#array-creation" title="Link to th
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>array([[0.37981882, 0.21798501],
[0.32920839, 0.078937 ],
[0.34508962, 0.65227651],
[0.50995949, 0.88089886],
[0.42888728, 0.30288476]])
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>array([[0.41896038, 0.67123746],
[0.65026313, 0.52958136],
[0.38550543, 0.43134556],
[0.46974043, 0.32469587],
[0.9457798 , 0.25889625]])
</pre></div>
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</div>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.QuadMesh at 0x7f0fabf496d0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.QuadMesh at 0x7f9f87faef50&gt;
</pre></div>
</div>
<img alt="_images/556807bf81e1f66ef8c62ad4d4fc20b7d047f710e4a03d0aee1a64fd9b99d033.png" src="_images/556807bf81e1f66ef8c62ad4d4fc20b7d047f710e4a03d0aee1a64fd9b99d033.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.QuadMesh at 0x7f0fabf661d0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.collections.QuadMesh at 0x7f9f87f24050&gt;
</pre></div>
</div>
<img alt="_images/4c7e43ccedba821ae48dd4f0eed465cb1f5fb5771aeff20ee43e035219f7d655.png" src="_images/4c7e43ccedba821ae48dd4f0eed465cb1f5fb5771aeff20ee43e035219f7d655.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0fbc11ab10&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f8c096b10&gt;]
</pre></div>
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<img alt="_images/ed5029d8c4fc9f3498116cc932b855dfcb4f1b0fe0044dfd6de0b057c12d83da.png" src="_images/ed5029d8c4fc9f3498116cc932b855dfcb4f1b0fe0044dfd6de0b057c12d83da.png" />
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</div>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9fd6ab10&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f8c0f9cd0&gt;]
</pre></div>
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<img alt="_images/eebc3b066cd07052ed2236a6c72c8da403d1d515c8a4785dd9140c5b5544c065.png" src="_images/eebc3b066cd07052ed2236a6c72c8da403d1d515c8a4785dd9140c5b5544c065.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9db03610&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f84db2950&gt;]
</pre></div>
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<img alt="_images/7e85171690b3e29d389220cce2eb0471b7e5600c84659ada68a5212167d65e91.png" src="_images/7e85171690b3e29d389220cce2eb0471b7e5600c84659ada68a5212167d65e91.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9db6b610&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f84ce03d0&gt;]
</pre></div>
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<img alt="_images/7e85171690b3e29d389220cce2eb0471b7e5600c84659ada68a5212167d65e91.png" src="_images/7e85171690b3e29d389220cce2eb0471b7e5600c84659ada68a5212167d65e91.png" />
Expand All @@ -1212,7 +1212,7 @@ <h2>Drawing into Axes<a class="headerlink" href="#drawing-into-axes" title="Link
</div>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9d9e0990&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f84b4e710&gt;]
</pre></div>
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<img alt="_images/22d1aff2deef9841baf1e45953937f5b6074d960706a543c5ae25c651419dba9.png" src="_images/22d1aff2deef9841baf1e45953937f5b6074d960706a543c5ae25c651419dba9.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9fdf0cd0&gt;,
&lt;matplotlib.lines.Line2D at 0x7f0f9dbbe610&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f8c268b90&gt;,
&lt;matplotlib.lines.Line2D at 0x7f9f8c2bedd0&gt;]
</pre></div>
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<img alt="_images/26202ca5b3a82fa0c4f62d140999f538007e032bc878b6146966918d4a1dda1d.png" src="_images/26202ca5b3a82fa0c4f62d140999f538007e032bc878b6146966918d4a1dda1d.png" />
Expand All @@ -1267,8 +1267,8 @@ <h2>Customizing Plots<a class="headerlink" href="#customizing-plots" title="Link
</div>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9d958310&gt;,
&lt;matplotlib.lines.Line2D at 0x7f0fbc0e6e90&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f84891c10&gt;,
&lt;matplotlib.lines.Line2D at 0x7f9f848ced10&gt;]
</pre></div>
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<img alt="_images/8a3bb7f84a439d9538cedeb190fa7a0b99adb10aaad8bd240fa6e13242d133fc.png" src="_images/8a3bb7f84a439d9538cedeb190fa7a0b99adb10aaad8bd240fa6e13242d133fc.png" />
Expand All @@ -1285,7 +1285,7 @@ <h3>Line Styles<a class="headerlink" href="#line-styles" title="Link to this hea
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9d7f4e10&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f84a125d0&gt;]
</pre></div>
</div>
<img alt="_images/12dff60e63db6e9dc61c6fa0cdb30bb780075d1fde4d4d8f8a973e5bf65ff8ba.png" src="_images/12dff60e63db6e9dc61c6fa0cdb30bb780075d1fde4d4d8f8a973e5bf65ff8ba.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0f9d98b410&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f84ab1690&gt;]
</pre></div>
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<img alt="_images/b5bd117246d75a84da5eb418221ae0779ccdd3e294c28b26ecffa0eb1ff313f7.png" src="_images/b5bd117246d75a84da5eb418221ae0779ccdd3e294c28b26ecffa0eb1ff313f7.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f0fbc0d1a90&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f8474a610&gt;]
</pre></div>
</div>
<img alt="_images/fa934539014f325921ad077ee2c60cecd0a5c46a5d30c09e31fe3499a75b5999.png" src="_images/fa934539014f325921ad077ee2c60cecd0a5c46a5d30c09e31fe3499a75b5999.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.colorbar.Colorbar at 0x7f0fbc0f1610&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.colorbar.Colorbar at 0x7f9f84a80610&gt;
</pre></div>
</div>
<img alt="_images/72f213c2632e412d8c6bf04697c5f548825722fdd82e63127c7101b901648d27.png" src="_images/72f213c2632e412d8c6bf04697c5f548825722fdd82e63127c7101b901648d27.png" />
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>array([[[-1.44625336, 0.36731271, 1.26059487],
[ 0.6385631 , -1.07105752, 0.22614261],
[ 0.53391247, -0.63325451, -2.48010855]],
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>array([[[-0.96098253, 0.73365019, 0.55603546],
[-0.97260311, 0.01229601, -1.86541728],
[ 1.33196736, 1.19672972, 1.22791807]],

[[ 0.84940943, 1.35857656, -0.38314555],
[-0.02006443, -0.53712543, -0.56444313],
[ 0.14227997, 0.74973439, 1.66939892]],
[[-0.51689411, 0.03008594, -0.77110762],
[-1.72408945, -0.79713237, 1.04254781],
[ 0.75471135, 0.15011543, 0.88710601]],

[[-1.09893122, -0.31415517, 0.07756383],
[-1.53293239, -0.50419439, -0.55173261],
[-0.94992096, -1.31214301, -0.28363558]]])
[[ 0.08709144, -2.01345111, -1.07395192],
[ 1.44489885, 1.34628547, -0.69745533],
[-0.96929149, -1.02811627, 0.22968666]]])
</pre></div>
</div>
</div>
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10 changes: 5 additions & 5 deletions 03-workshop-pandas.html
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<script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>

<script src="_static/documentation_options.js?v=9eb32ce0"></script>
<script src="_static/doctools.js?v=888ff710"></script>
<script src="_static/doctools.js?v=9a2dae69"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/clipboard.min.js?v=a7894cd8"></script>
<script src="_static/copybutton.js?v=f281be69"></script>
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1827/532230991.py:2: FutureWarning: DataFrame.fillna with &#39;method&#39; is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2006/532230991.py:2: FutureWarning: DataFrame.fillna with &#39;method&#39; is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
df.fillna(method=&quot;bfill&quot;)
</pre></div>
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1827/3719689167.py:1: FutureWarning: &#39;M&#39; is deprecated and will be removed in a future version, please use &#39;ME&#39; instead.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2006/3719689167.py:1: FutureWarning: &#39;M&#39; is deprecated and will be removed in a future version, please use &#39;ME&#39; instead.
ts.resample(&quot;M&quot;).mean().head()
</pre></div>
</div>
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1827/2719797856.py:1: FutureWarning: &#39;M&#39; is deprecated and will be removed in a future version, please use &#39;ME&#39; instead.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2006/2719797856.py:1: FutureWarning: &#39;M&#39; is deprecated and will be removed in a future version, please use &#39;ME&#39; instead.
ts.resample(&quot;M&quot;).mean().plot()
</pre></div>
</div>
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</div>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;pandas.core.groupby.generic.DataFrameGroupBy object at 0x7fabdca3a410&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;pandas.core.groupby.generic.DataFrameGroupBy object at 0x7fd2b7c8fb50&gt;
</pre></div>
</div>
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