Popular GitHub Repositories for Markov Chain Monte Carlo

Gaussian processes in TensorFlow

Statistical Rethinking (2nd Ed) with Tensorflow Probability

Code for "A-NICE-MC: Adversarial Training for MCMC"

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

BISIP | Bayesian inversion of spectral induced polarization laboratory data

Code for 'Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks'.

Bayesian Structured Time Series Analysis with Parallel Tempering for Stock Market Prediction

Generating text with Markov chains

Bayesian Analysis in Python (2nd ed.) with Numpyro