https://github.com/bat/BAT.jl

A Bayesian Analysis Toolkit in Julia
https://github.com/bat/BAT.jl

bayesian-inference bayesian-statistics julia machine-learning mcmc posterior prior statistics

Last synced: about 11 hours ago
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A Bayesian Analysis Toolkit in Julia

• Host: GitHub
• URL: https://github.com/bat/BAT.jl
• Owner: bat
• License: other
• Created: 2017-04-21T15:47:31.000Z (over 8 years ago)
• Default Branch: main
• Last Pushed: 2026-01-10T00:45:24.000Z (9 days ago)
• Last Synced: 2026-01-10T22:35:26.681Z (8 days ago)
• Topics: bayesian-inference, bayesian-statistics, julia, machine-learning, mcmc, posterior, prior, statistics
• Language: Julia
• Homepage:
• Size: 28.3 MB
• Stars: 223
• Watchers: 7
• Forks: 33
• Open Issues: 21
• Metadata Files:
  • Readme: README.md
  • Changelog: NEWS.md
  • License: LICENSE.md
  • Citation: CITATION.bib

Awesome Lists containing this project

• bayesian-inference - BAT.jl

README

          
  
 


[![Documentation for stable version](https://img.shields.io/badge/docs-stable-blue.svg)](https://bat.github.io/BAT.jl/stable)

[![Documentation for development version](https://img.shields.io/badge/docs-dev-blue.svg)](https://bat.github.io/BAT.jl/dev)

[![License](http://img.shields.io/badge/license-MIT-brightgreen.svg?style=flat)](LICENSE.md)

[![Build Status](https://github.com/bat/BAT.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/bat/BAT.jl/actions?query=workflow%3ACI)

[![Codecov](https://codecov.io/gh/bat/BAT.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/bat/BAT.jl)

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.2587213.svg)](https://doi.org/10.5281/zenodo.2587213)

Welcome to BAT, a Bayesian analysis toolkit in Julia.

BAT.jl offers a variety of posterior sampling, mode estimation and integration algorithms, supplemented by plotting recipes and I/O functionality.

BAT.jl originated as a rewrite/redesign of [BAT](https://github.com/bat/bat), the Bayesian Analysis Toolkit in C++. BAT.jl now offer a different set of functionality and a wider variety of algorithms than its C++ predecessor.

## Installation

To install BAT.jl, start Julia and run

```julia

julia> using Pkg

julia> pkg"add BAT"

```

Note: BAT.jl requires Julia >= v1.10, we recommend to use

[the latest stable Julia version](https://julialang.org/downloads/)

for optimal performance.

## Documentation

* [Documentation for stable version](https://bat.github.io/BAT.jl/stable)

* [Documentation for development version](https://bat.github.io/BAT.jl/dev)

## Citing BAT.jl

When using BAT.jl for research, teaching or similar, please cite our work, see [CITATION.bib](CITATION.bib).