emcee

MCMC sampler

A Python toolkit for ensemble sampling in Markov chain Monte Carlo (MCMC) methods

The Python ensemble sampling toolkit for affine-invariant MCMC

GitHub

1k stars
85 watching
430 forks
Language: Python
last commit: 18 days ago
Linked from 2 awesome lists

mcmcmcmc-samplerprobabilistic-data-analysispython

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
grinsted/gwmcmc An implementation of an MCMC sampler that is affine invariant and can achieve better convergence on badly scaled problems 51
mcleonard/sampyl An MCMC sampler library for Bayesian estimation using Python 330
mjlaine/mcmcstat A collection of Matlab functions for Bayesian analysis using Markov chain Monte Carlo simulation. 86
michaelchughes/npbayeshmm Software toolbox for Bayesian inference on sequential data using Markov chain Monte Carlo methods. 78
doobwa/mcmc.jl MCMC algorithms implemented in Julia for Bayesian modeling 35
brian-j-smith/mamba.jl A platform for implementing and applying Markov chain Monte Carlo methods to Bayesian analysis 255
danm0nster/mdembedding A MATLAB toolset for estimating parameters for phase space reconstruction of multivariate data. 45
brilee/python_uct A Python implementation of Monte Carlo Tree Search (MCTS) using Numpy. 83
dwavesystems/dimod Provides an API for sampling quadratic and higher-order models used in optimization algorithms 124
rlouf/mcx Tools and methods for Bayesian deep learning using probabilistic programming. 325
cdslaborg/paramonte A parallel Monte Carlo and machine learning library for multiple programming languages. 273
dask/dask-ml A Python library for scalable machine learning using Dask alongside popular ML libraries 902
chilie/deblur_mcem Provides demo code for a nonuniform deblurring method using preconditioned gradient descent Langevin iteration 12
pcmdi/pcmdi_metrics Provides objective comparisons of Earth System Models with one another and available observations 102
tim283/smpc_example A collection of examples demonstrating stochastic model predictive control (SMPC) in MATLAB. 54