Welcome to BAT, the Bayesian analysis toolkit. This is a rewrite of the previous C++-BAT in Julia. BAT.jl provides several improvements over it's C++ predecessor, but has not reached feature parity yet in some areas.
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.
To install BAT.jl, start Julia and run
julia> using Pkg julia> pkg"add BAT"
BAT.jl requires Julia >= v1.3.
When using BAT.jl for work that will result in a scientific publication, please cite
Caldwell et al., BAT.jl - A Bayesian Analysis Toolkit in Julia, doi:10.5281/zenodo.2605312
The DOI above is version-independent, you may want to use the DOI of the specific BAT.jl version used in your work.