package owl-base

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package owl-base
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Module Sig.LSTMSource

Sourcetype neuron_typ = {
  1. mutable wxi : Optimise.Algodiff.t;
  2. mutable whi : Optimise.Algodiff.t;
  3. mutable wxc : Optimise.Algodiff.t;
  4. mutable whc : Optimise.Algodiff.t;
  5. mutable wxf : Optimise.Algodiff.t;
  6. mutable whf : Optimise.Algodiff.t;
  7. mutable wxo : Optimise.Algodiff.t;
  8. mutable who : Optimise.Algodiff.t;
  9. mutable bi : Optimise.Algodiff.t;
  10. mutable bc : Optimise.Algodiff.t;
  11. mutable bf : Optimise.Algodiff.t;
  12. mutable bo : Optimise.Algodiff.t;
  13. mutable c : Optimise.Algodiff.t;
  14. mutable h : Optimise.Algodiff.t;
  15. mutable init_typ : Init.typ;
  16. mutable in_shape : int array;
  17. mutable out_shape : int array;
}

Neuron type definition.

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

Create the neuron.

Sourceval connect : int array -> neuron_typ -> unit

Connect this neuron to others in a neural network.

Sourceval init : neuron_typ -> unit

Initialise the neuron and its parameters.

Sourceval reset : neuron_typ -> unit

Reset the parameters in a neuron.

Sourceval mktag : int -> neuron_typ -> unit

Tag the neuron, used by Algodiff module.

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

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

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

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

Update parameters in a neuron, used by Optimise module.

Make a deep copy of the neuron and its parameters.

Execute the computation in this neuron.

Sourceval 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.

Sourceval to_name : unit -> string

Return the name of the neuron.