Module type `Owl_regression_generic_sig.Sig`

module Optimise : Owl_optimise_generic_sig.Sig

Type definition

type arr = Optimise.Algodiff.A.arr: Type of ndarray values.

type elt = Optimise.Algodiff.A.elt: Type of scalar values.

Regression models

val ols : ?⁠i:bool -> arr -> arr -> arr array: TODO

val ridge : ?⁠i:bool -> ?⁠alpha:float -> arr -> arr -> arr array: TODO

val lasso : ?⁠i:bool -> ?⁠alpha:float -> arr -> arr -> arr array: TODO

val elastic_net : ?⁠i:bool -> ?⁠alpha:float -> ?⁠l1_ratio:float -> arr -> arr -> arr array: TODO

val svm : ?⁠i:bool -> ?⁠a:float -> arr -> arr -> arr array: TODO

val logistic : ?⁠i:bool -> arr -> arr -> arr array: TODO

val exponential : ?⁠i:bool -> arr -> arr -> elt * elt * elt: TODO

val poly : arr -> arr -> int -> arr: TODO