Welcome to BAT, a Bayesian analysis toolkit in Julia.
BAT.jl currently includes:
- Metropolis-Hastings MCMC sampling
- Adaptive Harmonic Mean Integration (AHMI)
- Plotting recipes for MCMC samples and statistics
Additional sampling algorithms and other features are in preparation.
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
Citing BAT.jl
When using BAT.jl for research, teaching or similar, please cite our work, see CITATION.bib.