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Python-ABC

A python implementation of some ABC algorithms as well as some toy problems to test them on.

Algorithms

The following algorithms are currently implemented:

  • ABC rejection sampling
  • Pseudo Marginal ABC Sampler
  • Synthetic Likelihood ABC
  • Adaptive Synthetic Likelihood ABC
  • KDE Likelihood ABC
  • Adaptive KDE Likelihood ABC
  • Projected Synthetic Surrogate ABC
  • Projected KDE Surrogate ABC