Bayesian Methods

Probabilistic Programming and Bayesian Methods for HackersJupyter Notebook

An introduction to Bayesian inference and probabilistic programming using Python and PyMC, with a computational-first approach.

OryxJupyter Notebook

A library for probabilistic reasoning and statistical analysis integrated with TensorFlow and JAX.

scikit-rvmPython

A scikit-learn compatible Python implementation of the Relevance Vector Machine for sparse Bayesian learning.

jaxnsPython

A JAX-based probabilistic programming framework using nested sampling for fast Bayesian inference and evidence computation.