SimpleABC

A Python package for Approximate Bayesian Computation Version 0.2.0

TODO

• Example scripts
• Support alternate importance sampling kernel support in Model class
• Set default importance sampling kernel
• More ABC algorithms
• Parallelize PMC
• Better parallelization all around

Install

Clone this repo with git.

SSH

git clone [email protected]:rcmorehead/SIMPLE-ABC.git

HTTPS

git clone https://github.com/rcmorehead/SIMPLE-ABC.git

Maybe one day I'll set up pip, if you are lucky

Overview

References

###ABC Sunnåker et al. - Approximate Bayesian Computation

###Population Monte Carlo for ABC Beaumont et al. -Adaptive approximate Bayesian computation
arxiv version