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This is a replication of Dr. Andrew Gelman's tutorial on modelling golf putting success rates using Bayesian models. This has been implemented in PyMC3.
You can view the HTML page for the jupyter notebook here.
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A replication of Dr. Andrew Gelman's blog post in PyMC3