Matplotlib for sabermetric analysis

This page summarizes the projects mentioned and recommended in the original post on /r/learnpython

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  • seaborn

    Statistical data visualization in Python

  • seaborn is the standard for general statistical plotting, again built on top of matplotlib. Note that its regression plots, etc., don’t allow you to recover their parameters, so always use e.g. statsmodels for final work

  • arviz

    Exploratory analysis of Bayesian models with Python

  • pymc3 is the standard Python library for Bayesian statistics, and used ArviZ for plotting, built on top of matplotlib

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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