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 git@github.com: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