Struct NeuralNetwork

pub struct NeuralNetwork { /* private fields */ }

Implementations

impl NeuralNetwork

pub fn new() -> Self

pub fn add_layer(&mut self, layer: impl Layer + 'static)

pub fn forward(&mut self, input: Matrix) -> Matrix

pub fn backward( &mut self, output_gradient: Matrix, learning_rate: Scalar, ) -> Matrix

pub fn train( &mut self, input: Matrix, target: Matrix, learning_rate: Scalar, ) -> Scalar

pub fn mutate(&mut self, rng: &mut ThreadRng, sigma: Scalar)

pub fn print(&self)

Trait Implementations

impl Clone for NeuralNetwork

fn clone(&self) -> NeuralNetwork

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NeuralNetwork

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

Formats the value using the given formatter.

impl Default for NeuralNetwork

fn default() -> Self

Returns the “default value” for a type.