network

Types

Network

pub type Network =
  ZList(Layer)

Functions

errors

</>

pub fn errors(network: ZList(ZList(Neuron)), input_val: ZList(
    Float,
  ), expected_output: ZList(Float), in_parallel: Bool) -> ZList(
  Float,
)

fit

</>

pub fn fit(network: ZList(ZList(Neuron)), learning_rate: Float, input_val: ZList(
    Float,
  ), expected_output: ZList(Float), in_parallel: Bool) -> ZList(
  ZList(Neuron),
)

generator

</>

pub fn generator(layer_sizes: ZList(Int)) -> Generator(
  ZList(ZList(Neuron)),
)

init

</>

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

output

</>

pub fn output(network: ZList(ZList(Neuron)), input_val: ZList(
    Float,
  ), in_parallel: Bool) -> ZList(Float)