Struct AutoencoderConfig 

pub struct AutoencoderConfig {
    pub encoding_dim: usize,
    pub encoder_layers: Option<Vec<usize>>,
    pub activation: Activation,
    pub learning_rate: Float,
    pub n_epochs: usize,
    pub batch_size: usize,
    pub random_state: Option<u64>,
    pub noise_factor: Float,
    pub l2_reg: Float,
    pub sparsity: Option<(Float, Float)>,
    pub optimizer: OptimizerType,
}

Autoencoder configuration

Fields

encoding_dim: usize

Size of hidden layer (encoding dimension) - for simple autoencoder

encoder_layers: Option<Vec<usize>>

Encoder layer sizes - for deep autoencoder

activation: Activation

Activation function

learning_rate: Float

Learning rate

n_epochs: usize

Number of epochs

batch_size: usize

Batch size

random_state: Option<u64>

Random state

noise_factor: Float

Noise factor for denoising autoencoder

l2_reg: Float

L2 regularization parameter

sparsity: Option<(Float, Float)>

Sparsity parameters (rho, beta) for sparse autoencoder

optimizer: OptimizerType

Optimizer type

Trait Implementations

impl Clone for AutoencoderConfig

fn clone(&self) -> AutoencoderConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AutoencoderConfig

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

Formats the value using the given formatter.

impl Default for AutoencoderConfig

fn default() -> Self

Returns the “default value” for a type.