Struct AutoencoderLayer 

pub struct AutoencoderLayer {
    pub input_size: usize,
    pub hidden_size: usize,
    pub learning_rate: f64,
    pub epochs: usize,
    pub noise_factor: f64,
    /* private fields */
}

Single Autoencoder layer for pre-training

Fields

input_size: usize

input_size

hidden_size: usize

hidden_size

learning_rate: f64

learning_rate

epochs: usize

epochs

noise_factor: f64

noise_factor

Implementations

impl AutoencoderLayer

pub fn new(input_size: usize, hidden_size: usize) -> Self

pub fn learning_rate(self, learning_rate: f64) -> Result<Self>

pub fn epochs(self, epochs: usize) -> Result<Self>

pub fn noise_factor(self, noise_factor: f64) -> Self

pub fn fit( &mut self, X: &ArrayView2<'_, f64>, random_state: Option<u64>, ) -> Result<()>

pub fn transform(&self, X: &ArrayView2<'_, f64>) -> Result<Array2<f64>>

pub fn reconstruct(&self, X: &ArrayView2<'_, f64>) -> Result<Array2<f64>>

Trait Implementations

impl Clone for AutoencoderLayer

fn clone(&self) -> AutoencoderLayer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AutoencoderLayer

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

Formats the value using the given formatter.