Bayesian inference with probabilistic programming.

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Notebooks about Bayesian methods for machine learning

Bayesian Optimization and Design of Experiments

Open-source Bayesian trading AI agent for prediction markets.

A collection of Bayesian data analysis recipes using PyMC3

The Bayesian Estimation, Analysis and Regression toolbox (BEAR) is a comprehensive (Bayesian Panel) VAR toolbox for forecasting and policy analysis.

Bayesian Change-Point Detection and Time Series Decomposition

Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few lines of modular code.

Bayesian Deep Learning: A Survey

Bayesian haplotype-based mutation calling

Bayesian Analysis with Python (Second Edition)