sig
module Kernel :
sig
type t
type params = Params.t
val create : params -> t
val get_params : t -> params
end
module Inducing :
sig
type t = Lacaml.D.mat
val get_n_points : t -> int
val calc_upper : Kernel.t -> t -> Lacaml.D.mat
end
module Input :
sig
type t = Lacaml.D.vec
val eval : Kernel.t -> t -> Inducing.t -> Lacaml.D.vec
val weighted_eval :
Kernel.t -> t -> Inducing.t -> coeffs:Lacaml.D.vec -> float
val eval_one : Kernel.t -> t -> float
end
module Inputs :
sig
type t = Lacaml.D.mat
val create : Input.t array -> t
val get_n_points : t -> int
val choose_subset : t -> Gpr_utils.Int_vec.t -> t
val create_inducing : Kernel.t -> t -> Inducing.t
val create_default_kernel_params : t -> n_inducing:int -> Kernel.params
val calc_upper : Kernel.t -> t -> Lacaml.D.mat
val calc_diag : Kernel.t -> t -> Lacaml.D.vec
val calc_cross :
Kernel.t -> inputs:t -> inducing:Inducing.t -> Lacaml.D.mat
val weighted_eval :
Kernel.t ->
inputs:t ->
inducing:Inducing.t -> coeffs:Lacaml.D.vec -> Lacaml.D.vec
end
end