PyMC Bayesian Modeling

Probabilistic programming with MCMC - build and fit Bayesian models.

When to Use

• Bayesian regression and classification
• Hierarchical/multilevel models
• Uncertainty quantification
• Prior/posterior predictive checks
• Model comparison (LOO, WAIC)

Quick Start