isofer/Bayesian-data-analysis-with-PyMC2
Bayesian data analysis with PyMC(2)
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Bayesian data analysis with PyMC(2)
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming in data analysis with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Bayesian inference in Python