Struct cosyne::ANN

pub struct ANN { /* fields omitted */ }

Artificial Neural Network

Implementations

impl ANN

pub fn new(num_inputs: usize, num_outputs: usize, act_func: Activation) -> ANN

Create a new artificial neural network with a given number of inputs and outputs and an activation function

pub fn add_layer(&mut self, neuron_count: usize, act: Activation)

Add a new hidden layer with a given neuron count and activation function. This modifies the previous and following layer to match io in each layer

pub fn forward(&mut self, inputs: Vec<f64>) -> Vec<f64>

forward the inputs through the network Returns an output of length self.num_outputs

pub fn num_genes(&self) -> usize

Return the number of genes in the network

pub fn genes(&self) -> Vec<f64>

returns the genes representing the network

Trait Implementations

impl Clone for ANN

fn clone(&self) -> ANN

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ANN

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

Formats the value using the given formatter.