qualia_core_db/solvers/learning/regression/mod.rs
1//! Regression estimators (ISL ch 3, 6). Built on `linear_algebra` + `statistics`.
2//!
3//! - [`linear`] — multiple OLS with full inference.
4//!
5//! Ridge / lasso / PCR / PLS land here next (build order in `stats_plan.md`).
6
7pub mod bayesian;
8pub mod lasso;
9pub mod linear;
10pub mod pcr;
11pub mod pls;
12pub mod ridge;
13
14pub use bayesian::BayesianLinear;
15pub use lasso::{fit as fit_lasso, LassoModel};
16pub use linear::{fit as fit_linear, LinearModel};
17pub use pcr::PcrModel;
18pub use pls::{fit as fit_pls, PlsModel};
19pub use ridge::{fit as fit_ridge, RidgeModel};