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Statistical Modeling Python Packages

Python packages with the GitHub topic statistical-modeling. Sorted by relevance, with stars and monthly downloads.
bambinos
bambi

BAyesian Model-Building Interface (Bambi) in Python.

54K 1K 143
williambdean
conjugate-models

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

3K 52 4
okkymabruri
priorityx

Entity prioritization and escalation detection using GLMM statistical models

306 0 0
REBELABS
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.

139 0 0
b-knight
olspow

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

103 3 0
matthewfeickert
pydistcore

The interface library for probabilistic modeling in HEP

32 0 0
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