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.

revrand

A library of scalable Bayesian generalised linear models with fancy features

insurance-glm-tools

GLM tooling for insurance pricing — nested GLM embeddings, R2VF factor level clustering, territory banding, SKATER

turtles-glms

Python package for Generalized Linear Models

rtisanepy

Generalized models with or without mixed-effects from conceptual models

glm-lib

Lightweight Python library for GLM regression.