package owl

  1. Overview
  2. Docs
package owl
Legend:
Library
Module
Module type
Parameter
Class
Class type

Parameters

module A : Owl_types.NdarraySig with type elt = M.elt and type arr = M.arr

Signature

include sig ... end
type arr = A.arr
type mat = M.mat
type elt = M.elt
type t = Owl_algodiff_generic.Make(M)(A).t =
  1. | F of float
  2. | Arr of arr
  3. | Mat of mat
  4. | DF of t * t * int
  5. | DR of t * t Pervasives.ref * trace_op * int Pervasives.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 pack_mat : mat -> t
val unpack_mat : t -> mat
val tag : unit -> int
val primal : t -> t
val primal' : t -> t
val adjval : t -> t
val adjref : t -> t Pervasives.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 clone_primal' : t -> t
val clip_by_l2norm : elt -> t -> t
val to_trace : t list -> string
val to_dot : t list -> string
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
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