Struct SyndromeClassificationNetwork 

pub struct SyndromeClassificationNetwork { /* private fields */ }

Neural network for syndrome classification

Implementations

impl SyndromeClassificationNetwork

pub fn new( input_size: usize, hidden_sizes: Vec<usize>, output_size: usize, learning_rate: f64, ) -> Self

Create new neural network

pub fn forward(&self, input: &Array1<f64>) -> Array1<f64>

Forward pass through the network

pub fn train_batch( &mut self, inputs: &[Array1<f64>], targets: &[Array1<f64>], ) -> f64

Train the network with a batch of examples

pub fn predict(&self, syndrome: &Array1<f64>) -> (usize, f64)

Predict error class from syndrome

Trait Implementations

impl Clone for SyndromeClassificationNetwork

fn clone(&self) -> SyndromeClassificationNetwork

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SyndromeClassificationNetwork

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

Formats the value using the given formatter.