glmm
Standalone f64 GLMM fit kernels — OLS → GLM → LMM → GLMM — in pure Rust on faer. The parity-pinned numerics from the MCPower engine, usable on their own.
Alpha (0.0.x)
The stable surface is fit(...) + ModelSpec. Today fit wires OLS and LMM; GLM and GLMM
exist as kernels but are not yet exposed through fit (calling them panics unimplemented!) and land
in a later release. The mcpower cargo feature (off by default) exposes an unstable scratch-explicit
hot-path API for simulation callers — no semver guarantees; do not depend on it.
Design
| Property | Detail |
|---|---|
No unsafe |
zero unsafe (workspace baseline unsafe_code = "warn") |
| Deterministic | no RNG, no global state, no I/O in the fit path |
| Linear algebra | faer 0.24, pinned |
| MSRV | Rust 1.85 (floor set by the bobyqa dep) |
License
GPL-3.0-or-later (coupled to the GPL-3 MCPower flagship).
Paweł Lenartowicz — Freestyler Scientist · GitHub · ORCID