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Approximate Bayesian Computation Python Packages

Python packages with the GitHub topic approximate-bayesian-computation. Sorted by relevance, with stars and monthly downloads.
diyabc
pyabcranger

ABC random forests for model choice and parameter estimation, pure C++ implementation

5K 10 4
epistorm
epydemix

epydemix, the ABC of epidemics

3K 65 12
dirmeier
sbijax

Simulation-based inference in JAX

1K 52 6
Plant-Food-Research-Open
calisim

A toolbox for the calibration and evaluation of simulation models.

900 20 3
zephyralistair
vpet-abc

This repo contains code that implements vPET-ABC. Currently, we have included Python code attempting GPU acceleration on FDG compartment models.

198 2 1
florent-leclercq
pyselfi

Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation

174 10 1
florent-leclercq
lotkavolterra-simulator

Simulator of the Lotka-Volterra prey-predator system with demographic and observational noise and biases

81 3 0
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