Probabilistic-Programming
Google Summer of Code - Average Predictive Slopes
Google Summer of Code - Average Predictive Comparisons
Gibbs Sampler From Scratch
Metropolis Hastings Sampler From Scratch
Monte Carlo Approximation
Variational Inference - Evidence Lower Bound
PyMC BART
↗
Bayesian Additive Regression Trees for PyMC.
Bambi
↗A high-level Bayesian model-building interface written in Python, built on top of PyMC.