βBayesian Methods for Hackers - Introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python.

βBayesOpt - Toolbox for bayesian optimization, experimental design and stochastic bandits.

βStan - State-of-the-art platform for statistical modeling and high-performance statistical computation.

βStatistics Done Wrongβ