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Top 8 markov-chain-monte-carlo open source projects

Gaussian processes in TensorFlow

✭ 1,547

python Makefile deep-learning machine-learning tensorflow ml gaussian-processes bayesian-statistics variational-inference markov-chain-monte-carlo stochastic-processes gp gpflow

ZigZagBoomerang.jl

Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection

✭ 58

julia boomerang bayesian-inference pdmp markov-chain-monte-carlo zigzag

cmdstanr

CmdStanR: the R interface to CmdStan

✭ 82

r Stan bayesian stan r-package mcmc variational-inference maximum-likelihood markov-chain-monte-carlo

mcmc

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

✭ 108

C++shell Makefile armadillo differential-evolution mcmc hmc hamiltonian-monte-carlo markov-chain-monte-carlo de metropolis-hastings mala langevin-diffusion riemannian-manifold

pomp

R package for statistical inference using partially observed Markov processes

MultiBUGS

Multi-core BUGS for fast Bayesian inference of large hierarchical models

✭ 28

shell C++c bayesian bayesian-inference bugs mcmc blackbox markov-chain-monte-carlo bayesian-hierarchical-models

blangSDK

Blang's software development kit

✭ 21

Xtend java shell machine-learning bayesian-inference mcmc probabilistic-graphical-models bayesian-statistics markov-chain-monte-carlo mcmc-sampler probabilistic-models

pysgmcmc

Bayesian Deep Learning with Stochastic Gradient MCMC Methods

✭ 31

python tensorflow stochastic bayesian-inference mcmc markov-chain-monte-carlo

1-8 of 8 markov-chain-monte-carlo projects