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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Python</span></p>
<ul class="nav bd-sidenav">
<li class="toctree-l1"><a class="reference internal" href="../python/virtualenv.html">Python Virtual environment</a></li>
<li class="toctree-l1"><a class="reference internal" href="../python/virtualenv.html">Python Package and Environment Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../python/NumbaFun.html">Some Fun with Numba</a></li>
<li class="toctree-l1"><a class="reference internal" href="../python/parallel-code-slower.html">Why does my parallel code take much more time than a non-paralleled one?</a></li>

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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Python</span></p>
<ul class="nav bd-sidenav">
<li class="toctree-l1"><a class="reference internal" href="../python/virtualenv.html">Python Virtual environment</a></li>
<li class="toctree-l1"><a class="reference internal" href="../python/virtualenv.html">Python Package and Environment Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../python/NumbaFun.html">Some Fun with Numba</a></li>
<li class="toctree-l1"><a class="reference internal" href="../python/parallel-code-slower.html">Why does my parallel code take much more time than a non-paralleled one?</a></li>

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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Python</span></p>
<ul class="nav bd-sidenav">
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Virtual environment</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Package and Environment Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/NumbaFun.html">Some Fun with Numba</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/parallel-code-slower.html">Why does my parallel code take much more time than a non-paralleled one?</a></li>

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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Python</span></p>
<ul class="nav bd-sidenav">
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Virtual environment</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Package and Environment Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/NumbaFun.html">Some Fun with Numba</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/parallel-code-slower.html">Why does my parallel code take much more time than a non-paralleled one?</a></li>

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<img alt="../../../_images/77e27e76c3c6a39a05b90689cf00574389648f2271f6458a9f917020b819433d.png" src="../../../_images/77e27e76c3c6a39a05b90689cf00574389648f2271f6458a9f917020b819433d.png" />
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<div class="cell_output docutils container">
<p>Without outlier modeling:</p>
<ul class="simple">
<li><p>$\alpha$ = 39.7 [38.5, 40.9]</p></li>
<li><p>$\beta$ = 0.236 [0.208, 0.264]</p></li>
<li><p>$\alpha$ = 39.8 [38.5, 41]</p></li>
<li><p>$\beta$ = 0.234 [0.208, 0.262]</p></li>
</ul>
<img alt="../../../_images/07f30480c04458e262970adfc2943f47ae8ac6a096a6ef9fa47590cc78a2bcb5.png" src="../../../_images/07f30480c04458e262970adfc2943f47ae8ac6a096a6ef9fa47590cc78a2bcb5.png" />
<img alt="../../../_images/b3877568e81fc0593d0daa1a0b34db2235501c201a6307a8d042ce78b6fead48.png" src="../../../_images/b3877568e81fc0593d0daa1a0b34db2235501c201a6307a8d042ce78b6fead48.png" />
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<p>It’s clear from this plot that the outliers exerts a disproportionate influence on the fit.</p>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Python</span></p>
<ul class="nav bd-sidenav">
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Virtual environment</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Package and Environment Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/NumbaFun.html">Some Fun with Numba</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/parallel-code-slower.html">Why does my parallel code take much more time than a non-paralleled one?</a></li>

Expand Down Expand Up @@ -911,7 +911,7 @@ <h3>Coding<a class="headerlink" href="#coding" title="Permalink to this heading"
<span class="ne">ExecutableNotFound</span>: failed to execute PosixPath(&#39;dot&#39;), make sure the Graphviz executables are on your systems&#39; PATH
</pre></div>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;graphviz.graphs.Digraph at 0x7f8ec630d580&gt;
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<span class="ne">ExecutableNotFound</span>: failed to execute PosixPath(&#39;dot&#39;), make sure the Graphviz executables are on your systems&#39; PATH
</pre></div>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;graphviz.graphs.Digraph at 0x7f8ef5a922e0&gt;
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Python</span></p>
<ul class="nav bd-sidenav">
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Virtual environment</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/virtualenv.html">Python Package and Environment Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/NumbaFun.html">Some Fun with Numba</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../python/parallel-code-slower.html">Why does my parallel code take much more time than a non-paralleled one?</a></li>

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