Simpleabc
A Python package for Approximate Bayesian Computation
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Readme
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
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Jupyter Notebook
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