Struct Layer 

pub struct Layer { /* private fields */ }

A layer in a neural network.

A layer is a collection of Neurons. It calculates the output of each neuron in the layer. The output of the layer is the collection of the outputs of the neurons.

Implementations

impl Layer

pub fn new(n_inputs: u32, n_outputs: u32, activation: Activation) -> Layer

Create a new Layer with n_inputs to the neurons and n_outputs neurons.

The layer is a collection of neurons. The number of neurons is n_outputs. Each neuron has n_inputs inputs.

pub fn forward(&self, x: Vec<Expr>) -> Vec<Expr>

Calculate the output of the layer for the given inputs.

The output of the layer is the collection of the outputs of the neurons.

Trait Implementations

impl Display for Layer

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

Formats the value using the given formatter.