bayesian-inference topic

Probabilistic Programming with Gaussian processes in Julia

JuliaGaussianProcesses

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

cdslaborg

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

joshspeagle

Code for "A-NICE-MC: Adversarial Training for MCMC"

ermongroup

Statistical Rethinking (2nd Ed) with Tensorflow Probability

ksachdeva

Scalable inference for a generative model of astronomical images

jeff-regier

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

acerbilab

A domain-specific probabilistic programming language for scalable Bayesian data cleaning

probcomp

Sequential Monte Carlo in python

nchopin

⚡️ zeus: Lightning Fast MCMC ⚡️

minaskar