Mixed Models Python Packages

formulae

Formulas for mixed-effects models in Python

pyreml

General-purpose linear mixed model solver

pymmeans

Estimated marginal means, contrasts, and small-sample mixed-model inference for Python — a native port of R's emmeans and pbkrtest.

modelframe

Compute fixed and random effects model matrices in Python

decision-tree-morfist

Multi-target Random Forest implementation that can mix both classification and regression tasks.

mixmil

Code for the paper: Mixed Models with Multiple Instance Learning