Struct Model

pub struct Model<'a> {
    pub act_mode: &'a Act,
    pub training_data_set: &'a [(Vec<f64>, Vec<f64>)],
    pub layers: Vec<Layer>,
}

Fields

act_mode: &'a Act

training_data_set: &'a [(Vec<f64>, Vec<f64>)]

layers: Vec<Layer>

Implementations

impl<'a> Model<'a>

pub fn apply_diff(&mut self, gradient: &Self, learning_rate: f64)

pub fn build( act_mode: &'a Act, training_data_set: &'a [(Vec<f64>, Vec<f64>)], n_neuron_per_layer: &[usize], ) -> Self

pub fn build_with_zeros( act_mode: &'a Act, training_data_set: &'a [(Vec<f64>, Vec<f64>)], n_neuron_per_layer: &[usize], ) -> Self

pub fn cost(&self) -> f64

pub fn finite_diff(&mut self, eps: f64) -> Self

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

Trait Implementations

impl<'a> Debug for Model<'a>

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

Formats the value using the given formatter.