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, the Bayesian Analysis Toolkit in C++. BAT.jl now offer a different set of functionality and a wider variety of algorithms than it's C++ predecessor.

Installation

To install BAT.jl, start Julia and run

julia> using Pkg
julia> pkg"add BAT"

!!! note

BAT.jl requires Julia >= v1.3, we recommend to use Julia >= v1.5.

Documentation

• Documentation for stable version
• Documentation for development version

Citing BAT.jl

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