Infdistbayes is a set of python programs and modules to analyse the massively parallel output of bayaspic. They are based on GetDist, Anesthetic, NumPy, SciPy and Matplotlib that should be installed on your system.
A bash script, getbayes.bash, call the various python programs to analyse the chains output by Bayaspic. These ones should be present within the "chains/" directory. The bash script contains various editable options requiring edition before a run.
Notice that some output requires statistical data computed over the prior space, i.e., derived from bayaspic with a flat likelihood. In that situation, the bootstrapping consists in running infdistbayes over the pure-prior chains and move all output files from "data/" to "null/". Then, the production run can start and will use the prior statistics available within the directory "null/".
Infdistbayes outputs, for all models, various logs in the directory "output/", statistics within "stats/", marginalized posteriors within "data/" as well as 1D and 2D contour plots within "plots/". At the end of the run, the top directory contains a text file "bayesdist.log" listing model names, evidences, number of parameters and other meaningfull statistics in model space.
The directory src/ also contains various python programs to plot these statistics. They require the "bayesdist.log" file to be present (check-out their command-line help for more information).
See infdistbayes-output for an example.