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SciKit Stan documentation

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  • Getting Started
  • API Reference
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Site Navigation

  • Getting Started
  • API Reference
  • Examples

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
  • Examples
    • Gamma regression for blood clotting
    • Comparison of Linear Bayesian Regressors
      • Regression with Polynomial Feature Expansion

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