package owl-base

  1. Overview
  2. Docs
package owl-base
Legend:
Library
Module
Module type
Parameter
Class
Class type
module A : sig ... end
type t = Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Algodiff.t =
  1. | F of A.elt
  2. | Arr of A.arr
  3. | DF of t * t * int
  4. | DR of t * t ref * op * int ref * int * int ref
and adjoint = t -> t ref -> (t * t) list -> (t * t) list
and register = t list -> t list
and label = string * t list
and op = adjoint * register * label
val tag : unit -> int
val primal : t -> t
val primal' : t -> t
val zero : t -> t
val reset_zero : t -> t
val tangent : t -> t
val adjref : t -> t ref
val adjval : t -> t
val shape : t -> int array
val row_num : t -> int
val col_num : t -> int
val numel : t -> int
val clip_by_value : amin:A.elt -> amax:A.elt -> t -> t
val clip_by_l2norm : A.elt -> t -> t
val copy_primal' : t -> t
val tile : t -> int array -> t
val repeat : t -> int array -> t
val pack_elt : A.elt -> t
val unpack_elt : t -> A.elt
val pack_flt : float -> t
val _f : float -> t
val unpack_flt : t -> float
val pack_arr : A.arr -> t
val unpack_arr : t -> A.arr
val deep_info : t -> string
val type_info : t -> string
val error_binop : string -> t -> t -> 'a
val error_uniop : string -> t -> 'a
val make_forward : t -> t -> int -> t
val make_reverse : t -> int -> t
val reverse_prop : t -> t -> unit
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
module Builder : sig ... end
module Maths : sig ... end
module Linalg : sig ... end
module NN : sig ... end
module Mat : sig ... end
module Arr : sig ... end
val to_trace : t list -> string
val to_dot : t list -> string
val pp_num : Format.formatter -> t -> unit
OCaml

Innovation. Community. Security.

GitHub Discord Twitter Peertube RSS
About
Changelog Releases Industrial Users Academic Users Why OCaml
Ecosystem
Packages Community Events OCaml Planet Jobs
Resources
Install OCaml Get Started Platform Tools Language Manual Standard Library API Books Exercises Papers OCaml Playground Logo
Policies
Carbon Footprint Governance Privacy Code of Conduct