Statistical Modeling Python Packages

bambi

BAyesian Model-Building Interface (Bambi) in Python.

conjugate-models

Fast Bayesian Inference in Python. 50+ conjugate models with vectorized updates, sufficient statistic helpers, built-in plotting, and SciPy integration.

priorityx

Entity prioritization and escalation detection using GLMM statistical models

chunked-ed

This package was developed to make Energy Distance estimation more memory-efficient by computing pairwise distances in blocks rather than all at once.

olspow

Python package for conducting power analysis given ratio metrics, clustered data, and covariate adjustment.

pydistcore

The interface library for probabilistic modeling in HEP