Generalized Linear Models Python Packages

statsmodels

Statsmodels: statistical modeling and econometrics in Python

aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

turtles-glms

GLMs in Python.

insurance-glm-tools

GLM tools for UK insurance pricing: nested GLMs with entity embeddings, territory clustering, and automated factor-level banding via R2VF

revrand

A library of scalable Bayesian generalised linear models with fancy features

rtisanepy

Authoring generalized linear mixed effects models from conceptual models

glm-lib

Lightweight Python library for Generalized Linear Models.