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emcee dfm

431

1.5k

mit

86

The Python ensemble sampling toolkit for affine-invariant MCMC

mcmc python mcmc-sampler probabilistic-data-analysis

Created 2011-11-07

949 commits to main branch, last one 20 days ago

zeus minaskar

34

225

gpl-3.0

9

⚡️ zeus: Lightning Fast MCMC ⚡️

mcmc python sampling inference mcmc-sampler general-purpose machine-learning sampling-methods bayesian-inference probabilistic-data-analysis black-box-bayesian-inference

Created 2019-10-25

251 commits to main branch, last one 7 months ago

Bijectors.jl TuringLang

33

200

mit

14

Implementation of normalising flows and constrained random variable transformations

transforms mcmc-sampler turing-language bayesian-inference

Created 2018-09-13

251 commits to master branch, last one 4 days ago

cobaya CobayaSampler

125

other

11

Code for Bayesian Analysis

mcmc-sampler bayesian-inference cosmological-inference

Created 2018-09-16

1,701 commits to master branch, last one 17 days ago

pocomc minaskar

9

83

gpl-3.0

5

pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

smc mcmc python sampling astronomy cosmology inference astrophysics mcmc-sampler general-purpose machine-learning sampling-methods normalizing-flows bayesian-inference cosmology-inference probabilistic-data-analysis black-box-bayesian-inference

Created 2022-02-02

318 commits to main branch, last one 7 days ago

CosmoMC cmbant

68

82

unknown

20

MCMC parameter sampling code

cosmology mcmc-sampler cosmic-microwave-background

Created 2015-06-17

3,325 commits to master branch, last one 2 years ago

UQTk sandialabs

27

71

other

9

Sandia Uncertainty Quantification Toolkit

uq mcmc scr-1380 uncertainty mcmc-methods mcmc-sampler snl-science-libs surrogate-models snl-data-analysis bayesian-inference uncertainty-estimation uncertainty-propagation uncertainty-quantification

Created 2019-06-26

827 commits to master branch, last one 5 months ago