PyMC ecosystem#

General purpose#

  • Bambi: BAyesian Model-Building Interface (BAMBI) in Python.

  • calibr8: A toolbox for constructing detailed observation models to be used as likelihoods in PyMC.

  • CausalPy: A package focussing on causal inference in quasi-experimental settings.

  • SunODE: Fast ODE solver, much faster than the one that comes with PyMC.

  • pymc-learn: Custom PyMC models built on top of pymc3_models/scikit-learn API

Domain specific#

  • Exoplanet: a toolkit for modeling of transit and/or radial velocity observations of exoplanets and other astronomical time series.

  • beat: Bayesian Earthquake Analysis Tool.