Mixed Effects Python Packages

gpboost

Tree-Boosting, Gaussian Processes, and Mixed-Effects Models

23K 702 56

lme-python

Mixed-effects models in Rust with lme4-style formulas and numerical validation

5K 3 0

limetr

Robust linear mixed effects model

941 10 9

mrtool

Featured Nonlinear Mixed effects Models

810 4 10

anml

A Nonlinear Modeling Library (ANML)

275 3 4

insurance-multilevel

Two-stage CatBoost + REML random effects for high-cardinality group factors in insurance pricing — Bühlmann-Straub credibility, ICC diagnostics

180 0 0

flexcv

Python package customizing nested cross validation for tabular data.

92 2 0