scikit_stan - Stan Regression Models in sk-learn Style

SciKit Stan is a Python package of generalized linear models in the Stan with the familiar SciKit-learn interface. This package is a thin wrapper around the CmdStanPy package, which is itself a wrapper around the CmdStan command line interface.

Contents:

• Getting Started
• API Reference
  • Generalized Linear Model
    • GLM
      • GLM.fit()
      • GLM.predict()
      • GLM.predict_distribution()
      • GLM.score()
• Examples
  • Gamma regression for blood clotting
  • Comparison of Linear Bayesian Regressors
    • Regression with Polynomial Feature Expansion