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.travis.yml

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provider: pypi
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user: mayou36
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password:
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distributions: sdist bdist_wheel
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on:
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branch: master
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docs/_build/html/.buildinfo

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docs/_build/html/_modules/index.html

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<title>Overview: module code &mdash; raredecay 1.1.0 documentation</title>
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<link rel="index" title="Index"
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docs/_build/html/_modules/raredecay/analysis/ml_analysis.html

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<span class="n">max_auc</span> <span class="o">=</span> <span class="n">report</span><span class="o">.</span><span class="n">compute_metric</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">RocAuc</span><span class="p">())</span><span class="o">.</span><span class="n">values</span><span class="p">()[</span><span class="mi">0</span><span class="p">]</span>
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<span class="n">roc_auc</span> <span class="o">=</span> <span class="n">OrderedDict</span><span class="p">({</span><span class="s1">&#39;all features&#39;</span><span class="p">:</span> <span class="nb">round</span><span class="p">(</span><span class="n">max_auc</span><span class="p">,</span> <span class="mi">4</span><span class="p">)})</span>
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<span class="n">out</span><span class="o">.</span><span class="n">save_fig</span><span class="p">(</span><span class="n">figure</span><span class="o">=</span><span class="s2">&quot;feature importance &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">clf_name</span><span class="p">),</span> <span class="n">importance</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="o">**</span><span class="n">save_fig_cfg</span><span class="p">)</span>
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<span class="n">report</span><span class="o">.</span><span class="n">feature_importance_shuffling</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
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<span class="c1"># HACK: temp_plotter1 is used to set the plot.new_plot to False,</span>
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<span class="c1"># which is set to True (unfortunately) in the init of GridPlot</span>
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<span class="n">temp_plotter1</span> <span class="o">=</span> <span class="n">report</span><span class="o">.</span><span class="n">feature_importance_shuffling</span><span class="p">()</span>
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<span class="n">temp_plotter1</span><span class="o">.</span><span class="n">new_plot</span> <span class="o">=</span> <span class="kc">False</span>
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<span class="n">temp_plotter1</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;Feature importance shuffling of &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">clf_name</span><span class="p">))</span>
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<span class="c1"># HACK END</span>
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<span class="n">out</span><span class="o">.</span><span class="n">save_fig</span><span class="p">(</span><span class="n">figure</span><span class="o">=</span><span class="s2">&quot;feature correlation &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">clf_name</span><span class="p">),</span> <span class="n">importance</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="o">**</span><span class="n">save_fig_cfg</span><span class="p">)</span>
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<span class="n">report</span><span class="o">.</span><span class="n">features_correlation_matrix</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
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<span class="n">out</span><span class="o">.</span><span class="n">save_fig</span><span class="p">(</span><span class="n">figure</span><span class="o">=</span><span class="s2">&quot;ROC curve &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">clf_name</span><span class="p">),</span> <span class="n">importance</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="o">**</span><span class="n">save_fig_cfg</span><span class="p">)</span>
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docs/_build/html/_modules/raredecay/analysis/physical_analysis.html

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