Bayesian Inference Tools
This page collects software tools for sampling-based Bayesian inference.
We provide 3 benchmark problems which is described in this document.
BUS
MATLAB and Python 3 software tools for Bayesian inference with BUS (Bayesian Updating with Structural reliability methods) combined with Subset Simulation.
Adaptive BUS
MATLAB and Python 3 software tool for Bayesian inference with the adaptive version of BUS with Subset Simulation.
Improved TMCMC
MATLAB and Python 3 software tool for Bayesian inference with the improved TMCMC method.
SMC
MATLAB and Python 3 software tool for Bayesian inference with the sequential Monte Carlo (SMC) method.