Module Interfaces.Sigs.Deriv.Deriv.Optim.SMD

module SMD: sig .. end

type t 
val create : ?eps:float ->
?lambda:float ->
?mu:float ->
?eta0:Lacaml.D.vec ->
?nu0:Lacaml.D.vec ->
?kernel:Eval.Spec.Kernel.t ->
?sigma2:float ->
?inducing:Eval.Spec.Inducing.t ->
?n_rand_inducing:int ->
?learn_sigma2:bool ->
?hypers:Interfaces.Sigs.Deriv.Deriv.Spec.Hyper.t array ->
inputs:Eval.Spec.Inputs.t ->
targets:Lacaml.D.vec -> unit -> t
val step : t ->
t
val gradient_norm : t -> float
val get_trained : t -> Interfaces.Sigs.Eval.Trained.t
val get_eta : t -> Lacaml.D.vec
val get_nu : t -> Lacaml.D.vec
val test : ?epsabs:float ->
?max_iter:int ->
?report:(t -> unit) ->
t ->
t