blackjax
Bayesian sampler library
A Bayesian inference library designed to provide modular and customizable samplers for probabilistic programming
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
858 stars
13 watching
108 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list
bayesian-inferencehamiltonian-monte-carloprobabilistic-programmingsampling-methods
n2cholas/awesome-jaxRelated projects:
| Repository | Description | Stars |
|---|---|---|
 joshuaalbert/jaxns | A probabilistic programming framework for Bayesian inference and model comparison using nested sampling and JAX. | 156 |
 camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers | An introduction to Bayesian methods and probabilistic programming for software developers | 26,868 |
 jaxgaussianprocesses/gpjax | Provides a low-level interface to Gaussian process models in JAX for flexible extension and customisation | 467 |
 maxsklar/bayespy | A Python library for Bayesian inference and multinomial mixture modeling | 108 |
 tweag/monad-bayes | A library that enables probabilistic programming in Haskell. | 411 |
 joashc/csharp-probability-monad | A monadic probabilistic programming framework for Bayesian modelling and inference in C#. | 96 |
 mattjj/pyhsmm | A Python library providing approximate inference methods for Bayesian Hidden Markov Models and their extensions. | 549 |
 rlouf/mcx | Tools and methods for Bayesian deep learning using probabilistic programming. | 328 |
 probcomp/bayesdb | A system for querying probable implications of data using Bayesian inference and a custom query language. | 891 |
 amazaspshumik/sklearn-bayes | A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API | 514 |
 jbrukh/bayesian | A Go library implementing Naive Bayesian Classification with TF-IDF support. | 806 |
 sisl/bayesnets.jl | A Julia package for representing and working with probabilistic graphical models. | 219 |
| probcomp/bayeslite | A database system that allows querying probabilistic implications of data using Bayesian inference. | 923 |
 mcleonard/sampyl | An MCMC sampler library for Bayesian estimation using Python | 331 |
 doobwa/mcmc.jl | MCMC algorithms implemented in Julia for Bayesian modeling | 35 |