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The Top 23 Bayesian Inference Markov Chain Monte Carlo Open Source Projects

Open source projects categorized as Bayesian Inference Markov Chain Monte Carlo
Categories > Machine Learning > Bayesian Inference
Categories > Markov Chain Monte Carlo
Rethinking Tensorflow Probability ⭐ 207
Statistical Rethinking (2nd Ed) with Tensorflow Probability
most recent commit a year ago
Mrbayes ⭐ 180
MrBayes is a program for Bayesian inference and model choice across a wide range of phylogenetic and evolutionary models. For documentation and downloading the program, please see the home page:
total releases 1most recent commit 2 days ago
A Nice Mc ⭐ 124
Code for "A-NICE-MC: Adversarial Training for MCMC"
most recent commit 5 years ago
Zigzagboomerang.jl ⭐ 83
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection
most recent commit 7 months ago
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 2total releases 1most recent commit 10 days agopypi dnest4} Downloads
Bssm ⭐ 35
Bayesian Inference of State Space Models
dependent packages 1total releases 27most recent commit 2 months ago
Pdsampler.jl ⭐ 26
Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)
most recent commit 4 years ago
Pysgmcmc ⭐ 23
Stochastic Gradient MCMC Methods for Tensorflow
most recent commit 5 years ago
Rhat_ess ⭐ 22
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
most recent commit a year ago
Blangsdk ⭐ 21
Blang's software development kit
most recent commit 2 months ago
Multibugs ⭐ 20
Multi-core BUGS for fast Bayesian inference of large hierarchical models
most recent commit 2 years ago
Uravu ⭐ 19
A straightforward Bayesian data fitting library
most recent commit 4 months ago
Fmcmc ⭐ 12
A friendly MCMC framework
most recent commit a year ago
Phd Thesis ⭐ 8
Accelerating Monte Carlo methods for Bayesian inference in dynamical models
most recent commit 5 years ago
Bisip ⭐ 6
BISIP | Bayesian Inversion of SIP data
total releases 14most recent commit 2 years ago
Dnest5 ⭐ 5
Diffusive Nested Sampling like you've never seen it before
most recent commit a year ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 4 years ago
Transitional Mcmc ⭐ 4
This repo contains the code of Transitional Markov chain Monte Carlo algorithm
most recent commit 5 months ago
Hmc Linear Systems ⭐ 3
Hamiltonian Monte Carlo implemented for simple linear systems
most recent commit 5 years ago
Blangdoc ⭐ 2
Dev documentation for Blang
most recent commit 2 years ago
Supernovae Analysis With Mcmc ⭐ 2
Data analysis of 1701 supernovae distances to estimate cosmological parameters using Markov Chain Monte Carlo
most recent commit a month ago
Bayesiangas ⭐ 2
Bayesian inference for Generalized Autoregressive Score models.
most recent commit 4 years ago
Binarystars ⭐ 2
An efficient Python implementation for Bayesian inference in binary stars based on Stan.
most recent commit a year ago
The 2 Most Depended On Bayesian Inference Markov Chain Monte Carlo Open Source Projects
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 2total releases 1latest release October 23, 2019most recent commit 10 days agopypi dnest4} Downloads
Bssm ⭐ 35
Bayesian Inference of State Space Models
dependent packages 1total releases 27latest release May 03, 2022most recent commit 2 months ago
The 4 Latest Releases In Bayesian Inference Markov Chain Monte Carlo Open Source Projects
Bssm ⭐ 35
Bayesian Inference of State Space Models
dependent packages 1total releases 27latest release May 03, 2022most recent commit 2 months ago
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 2total releases 1latest release October 23, 2019most recent commit 10 days agopypi dnest4} Downloads
Bisip ⭐ 6
BISIP | Bayesian Inversion of SIP data
total releases 14latest release March 22, 2018most recent commit 2 years ago
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