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The Top 21 Mcmc Markov Chain Monte Carlo Open Source Projects

Open source projects categorized as Mcmc Markov Chain Monte Carlo
Categories > Markov Chain Monte Carlo
Deep Generative Models For Natural Language Processing ⭐ 330
DGMs for NLP. A roadmap.
most recent commit a year ago
Openmmtools ⭐ 214
A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.
dependent packages 4total releases 10most recent commit 5 months ago
Mici ⭐ 208
Manifold Markov chain Monte Carlo methods in Python
total releases 14most recent commit 8 months ago
Mcmc ⭐ 143
A C++ library of Markov Chain Monte Carlo (MCMC) methods
most recent commit 4 months ago
Cmdstanr ⭐ 126
CmdStanR: the R interface to CmdStan
most recent commit 3 months ago
Pymcmcstat ⭐ 49
Python implementation of MATLAB toolbox "mcmcstat"
total releases 10most recent commit 2 years ago
Littlemcmc ⭐ 40
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
total releases 3most recent commit 3 years ago
Bssm ⭐ 37
Bayesian Inference of State Space Models
dependent packages 1total releases 28most recent commit 6 months ago
Affineinvariantmcmc.jl ⭐ 29
Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler
most recent commit 4 months ago
Pysgmcmc ⭐ 23
Stochastic Gradient MCMC Methods for Tensorflow
most recent commit 6 years ago
Rhat_ess ⭐ 22
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
most recent commit 2 years ago
Blangsdk ⭐ 22
Blang's software development kit
most recent commit 7 months ago
Multibugs ⭐ 20
Multi-core BUGS for fast Bayesian inference of large hierarchical models
most recent commit 4 years ago
Markov Chain Monte Carlo Mcmc ⭐ 16
Markov Chain Monte Carlo MCMC methods are implemented in various languages (including R, Python, Julia, Matlab)
most recent commit 10 months ago
Mimo ⭐ 13
A toolbox for inference of mixture models
most recent commit a year ago
Fmcmc ⭐ 13
A friendly MCMC framework
dependent packages 1total releases 5most recent commit 7 months ago
Ellipticalslicesampling.jl ⭐ 12
Julia implementation of elliptical slice sampling.
most recent commit 6 months ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
Msmpathfinder ⭐ 5
Finding pathways from an Markov State Model
most recent commit 2 years ago
Pybeam ⭐ 5
PyBEAM: A Bayesian approach to parameter inference for a wide class of binary evidence accumulation models
most recent commit 7 months ago
Godevo ⭐ 5
A differential evolution and Markov chain Monte Carlo differential evolution package in Go
total releases 1most recent commit 6 years ago
The 3 Most Depended On Mcmc Markov Chain Monte Carlo Open Source Projects
Openmmtools ⭐ 214
A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.
dependent packages 4total releases 10latest release August 03, 2022most recent commit 5 months ago
Bssm ⭐ 37
Bayesian Inference of State Space Models
dependent packages 1total releases 28latest release October 27, 2023most recent commit 6 months ago
Fmcmc ⭐ 13
A friendly MCMC framework
dependent packages 1total releases 5latest release January 14, 2022most recent commit 7 months ago
The 7 Latest Releases In Mcmc Markov Chain Monte Carlo Open Source Projects
Bssm ⭐ 37
Bayesian Inference of State Space Models
dependent packages 1total releases 28latest release October 27, 2023most recent commit 6 months ago
Mici ⭐ 208
Manifold Markov chain Monte Carlo methods in Python
total releases 14latest release August 11, 2023most recent commit 8 months ago
Openmmtools ⭐ 214
A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.
dependent packages 4total releases 10latest release August 03, 2022most recent commit 5 months ago
Fmcmc ⭐ 13
A friendly MCMC framework
dependent packages 1total releases 5latest release January 14, 2022most recent commit 7 months ago
Pymcmcstat ⭐ 49
Python implementation of MATLAB toolbox "mcmcstat"
total releases 10latest release October 24, 2020most recent commit 2 years ago
Godevo ⭐ 5
A differential evolution and Markov chain Monte Carlo differential evolution package in Go
total releases 1latest release October 22, 2018most recent commit 6 years ago
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