neuron

Types

Neuron

pub type Neuron {
  Neuron(activation_f: Activation, weights: ZList(Float))
}

Constructors

Neuron(activation_f: Activation, weights: ZList(Float))

NeuronSerialized

</>

pub type NeuronSerialized {
  NeuronSerialized(
    activation_f: ActivationSerialized,
    weights: List(Float),
  )
}

Constructors

NeuronSerialized(
  activation_f: ActivationSerialized,
  weights: List(Float),
)

Functions

back_propagated

</>

pub fn back_propagated(
  neuron: Neuron,
  learning_rate: Float,
  input_val: ZList(Float),
  output_with_error: tuple(Float, Float),
) -> tuple(ZList(Float), Neuron)

deserialized

</>

pub fn deserialized(
  neuron_serialized: NeuronSerialized,
) -> Neuron

generator

</>

pub fn generator(input_size: Int) -> Generator(Neuron)

init

</>

pub fn init(
  input_size: Int,
  activation_f: Activation,
  weight_init_f: fn() -> Float,
) -> Neuron

json_decoder

</>

pub fn json_decoder() -> Decoder(NeuronSerialized)

json_encoded

</>

pub fn json_encoded(
  neuron_serialized: NeuronSerialized,
) -> JsonValue

output

</>

pub fn output(neuron: Neuron, input_val: ZList(Float)) -> Float

serialized

</>

pub fn serialized(neuron: Neuron) -> NeuronSerialized