package owl-base

  1. Overview
  2. Docs
package owl-base
Legend:
Library
Module
Module type
Parameter
Class
Class type
type neuron_typ = {
  1. mutable wxz : Optimise.Algodiff.t;
  2. mutable whz : Optimise.Algodiff.t;
  3. mutable wxr : Optimise.Algodiff.t;
  4. mutable whr : Optimise.Algodiff.t;
  5. mutable wxh : Optimise.Algodiff.t;
  6. mutable whh : Optimise.Algodiff.t;
  7. mutable bz : Optimise.Algodiff.t;
  8. mutable br : Optimise.Algodiff.t;
  9. mutable bh : Optimise.Algodiff.t;
  10. mutable h : Optimise.Algodiff.t;
  11. mutable init_typ : Init.typ;
  12. mutable in_shape : int array;
  13. mutable out_shape : int array;
}

Neuron type definition.

val create : ?time_steps:int -> ?inputs:int -> int -> Init.typ -> neuron_typ

Create the neuron.

val connect : int array -> neuron_typ -> unit

Connect this neuron to others in a neural network.

val init : neuron_typ -> unit

Initialise the neuron and its parameters.

val reset : neuron_typ -> unit

Reset the parameters in a neuron.

val mktag : int -> neuron_typ -> unit

Tag the neuron, used by ``Algodiff`` module.

val mkpar : neuron_typ -> Optimise.Algodiff.t array

Assemble all the parameters in an array, used by ``Optimise`` module.

val mkpri : neuron_typ -> Optimise.Algodiff.t array

Assemble all the primial values in an array, used by ``Optimise`` module.

val mkadj : neuron_typ -> Optimise.Algodiff.t array

Assemble all the adjacent values in an array, used by ``Optimise`` module.

val update : neuron_typ -> Optimise.Algodiff.t array -> unit

Update parameters in a neuron, used by ``Optimise`` module.

val copy : neuron_typ -> neuron_typ

Make a deep copy of the neuron and its parameters.

Execute the computation in this neuron.

val to_string : neuron_typ -> string

Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.

val to_name : unit -> string

Return the name of the neuron.

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