Struct Layer 

pub struct Layer {
    pub weights: Vec<Vec<f64>>,
    pub biases: Vec<f64>,
    pub activation: Activation,
}

Fields

weights: Vec<Vec<f64>>

biases: Vec<f64>

activation: Activation

Implementations

impl Layer

pub fn new(n_in: usize, n_out: usize, activation: Activation) -> Self

pub fn from_weights( weights: Vec<Vec<f64>>, biases: Vec<f64>, activation: Activation, ) -> Self

pub fn forward(&self, input: &[f64]) -> Vec<f64>

pub fn forward_with_cache(&self, input: &[f64]) -> (Vec<f64>, Vec<f64>)

pub fn n_params(&self) -> usize

pub fn n_inputs(&self) -> usize

pub fn n_outputs(&self) -> usize

Trait Implementations

impl Clone for Layer

fn clone(&self) -> Layer

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Layer

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.