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add yellowbrick to third party packages
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doc/_static/yellowbrick.png

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doc/thirdpartypackages/index.rst

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@@ -160,6 +160,13 @@ Windrose
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Numpy library to manage wind data, draw windroses (also known as polar rose
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plots), draw probability density functions and fit Weibull distributions.
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Yellowbrick
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===========
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`Yellowbrick <https://www.scikit-yb.org/>`_ is a suite of visual diagnostic tools for machine learning that enables human steering of the model selection process. Yellowbrick combines scikit-learn with matplotlib using an estimator-based API called the ``Visualizer``, which wraps both sklearn models and matplotlib Axes. ``Visualizer`` objects fit neatly into the machine learning workflow allowing data scientists to integrate visual diagnostic and model interpretation tools into experimentation without extra steps.
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.. image:: /_static/yellowbrick.png
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:height: 400px
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Interactivity
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