reml
Fast linear mixed-effects models for Python - lme4 speed, statsmodels API, no R required
General-purpose linear mixed model solver
GPmp: the Gaussian process micro package
Two-stage CatBoost + REML random effects for high-cardinality group factors in insurance pricing — Bühlmann-Straub credibility, ICC diagnostics