activation

Types

Activation

pub type Activation {
  Activation(
    name: String,
    f: fn(Float) -> Float,
    deriv: fn(Float) -> Float,
    inverse: fn(Float) -> Float,
    min_max_in_vals: tuple(Float, Float),
  )
}

Constructors

Activation(
  name: String,
  f: fn(Float) -> Float,
  deriv: fn(Float) -> Float,
  inverse: fn(Float) -> Float,
  min_max_in_vals: tuple(Float, Float),
)

ActivationSerialized

</>

pub type ActivationSerialized =
  String

Functions

deserialized

</>

pub fn deserialized(activation_serialised: String) -> Activation

generator

</>

pub fn generator() -> Generator(Activation)

identity

</>

pub fn identity() -> Activation

json_decoder

</>

pub fn json_decoder() -> Decoder(String)

json_encoded

</>

pub fn json_encoded(activation_serialised: String) -> JsonValue

leaky_re_lu

</>

pub fn leaky_re_lu() -> Activation

math_exp

</>

pub external fn math_exp(x: Float) -> Float

math_log

</>

pub external fn math_log(x: Float) -> Float

math_tanh

</>

pub external fn math_tanh(x: Float) -> Float

restricted_input

</>

pub fn restricted_input(
  activation: Activation,
  x: Float,
) -> Float

restricted_output

</>

pub fn restricted_output(
  activation: Activation,
  y: Float,
) -> Float

serialized

</>

pub fn serialized(activation: Activation) -> String

sigmoid

</>

pub fn sigmoid() -> Activation

tanh

</>

pub fn tanh() -> Activation