markov-chain-monte-carlo topic

A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.

eigenfoo

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

wiseodd

High-performance Bayesian Data Analysis on the GPU in Clojure

uncomplicate

DGMs for NLP. A roadmap.

FranxYao

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

ermongroup

Gaussian processes in TensorFlow

GPflow

Statistical Rethinking (2nd ed.) with NumPyro

fehiepsi

Statistical Rethinking (2nd Ed) with Tensorflow Probability

ksachdeva

Machine learning algorithms for many-body quantum systems

netket

A C++ library of Markov Chain Monte Carlo (MCMC) methods

kthohr