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Bayesian Data Analysis demos for Python

Jupyter Notebook 1 Updated Oct 31, 2019

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

1 Updated Sep 16, 2019

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

Jupyter Notebook 1 Updated Jul 23, 2018

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

Jupyter Notebook 2 Updated Nov 27, 2021

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Jupyter Notebook 1 Updated Jul 31, 2018