package tiny_libs

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  2. Docs
From-scratch libraries for teaching: graphics, audio, compression, crypto, networking and more

Install

dune-project
 Dependency

Authors

Maintainers

Sources

0.3.6.tar.gz
md5=7c636383d146d30ac6f2fa234a6253c8
sha512=c79f3823c5f8f57e5038eb640d487c61168b84aa07c61999d6622ef9fd0c890e2b03b4c6a7cdbbe9352a49e25dda00ac7bb14693cee8e3d7beeed251351a2af0

doc/tiny_libs.ai_learning/Neuron/index.html

Module NeuronSource

Sourcetype t = {
  1. weights : float array;
  2. bias : float;
}
Sourcetype example = float array * float
Sourceval make : inputs:int -> seed:int -> t
Sourceval sum : t -> float array -> float
Sourceval answer : t -> float array -> float
Sourceval learn : ?rate:float -> t -> example -> t
Sourceval epoch : ?rate:float -> t -> example list -> t
Sourceval train : ?epochs:int -> ?rate:float -> t -> example list -> t
Sourceval mistakes : t -> example list -> int
Sourceval learns : ?epochs:int -> ?seed:int -> example list -> float
Sourceval and_ : example list
Sourceval or_ : example list
Sourceval xor : example list