package owl

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package owl
Legend:
Library
Module
Module type
Parameter
Class
Class type
type arr = A.arr
type elt = A.elt
type t = Owl_algodiff_generic.Make(A).t =
  1. | F of float
  2. | Arr of arr
  3. | DF of t * t * int
  4. | DR of t * t Stdlib.ref * trace_op * int Stdlib.ref * int
module Maths : sig ... end
module Mat : sig ... end
module Arr : sig ... end
val diff : (t -> t) -> t -> t
val diff' : (t -> t) -> t -> t * t
val grad : (t -> t) -> t -> t
val grad' : (t -> t) -> t -> t * t
val jacobian : (t -> t) -> t -> t
val jacobian' : (t -> t) -> t -> t * t
val jacobianv : (t -> t) -> t -> t -> t
val jacobianv' : (t -> t) -> t -> t -> t * t
val jacobianTv : (t -> t) -> t -> t -> t
val jacobianTv' : (t -> t) -> t -> t -> t * t
val hessian : (t -> t) -> t -> t
val hessian' : (t -> t) -> t -> t * t
val hessianv : (t -> t) -> t -> t -> t
val hessianv' : (t -> t) -> t -> t -> t * t
val laplacian : (t -> t) -> t -> t
val laplacian' : (t -> t) -> t -> t * t
val gradhessian : (t -> t) -> t -> t * t
val gradhessian' : (t -> t) -> t -> t * t * t
val gradhessianv : (t -> t) -> t -> t -> t * t
val gradhessianv' : (t -> t) -> t -> t -> t * t * t
val pack_flt : elt -> t
val unpack_flt : t -> elt
val pack_arr : arr -> t
val unpack_arr : t -> arr
val tag : unit -> int
val primal : t -> t
val primal' : t -> t
val adjval : t -> t
val adjref : t -> t Stdlib.ref
val tangent : t -> t
val make_forward : t -> t -> int -> t
val make_reverse : t -> int -> t
val reverse_prop : t -> t -> unit
val type_info : t -> string
val shape : t -> int array
val copy_primal' : t -> t
val clip_by_l2norm : elt -> t -> t
val to_trace : t list -> string
val to_dot : t list -> string
val pp_num : Stdlib.Format.formatter -> t -> unit
module Utils : sig ... end
module Learning_Rate : sig ... end
module Batch : sig ... end
module Loss : sig ... end
module Gradient : sig ... end
module Momentum : sig ... end
module Regularisation : sig ... end
module Clipping : sig ... end
module Stopping : sig ... end
module Checkpoint : sig ... end
module Params : sig ... end
val minimise_weight : ?state:Checkpoint.state -> Params.typ -> (t -> t -> t) -> t -> t -> t -> Checkpoint.state * t
val minimise_network : ?state:Checkpoint.state -> Params.typ -> (t -> t * t array array) -> (t -> t array array * t array array) -> (t array array -> 'a) -> (string -> unit) -> t -> t -> Checkpoint.state
val minimise_fun : ?state:Checkpoint.state -> Params.typ -> (t -> t) -> t -> Checkpoint.state * t
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