Struct QuantumAutoencoder 

pub struct QuantumAutoencoder {
    pub encoder: QuantumNeuralNetwork,
    pub decoder: QuantumNeuralNetwork,
    pub config: QAutoencoderConfig,
    pub training_history: TrainingHistory,
}

Quantum Autoencoder for dimensionality reduction

Fields

encoder: QuantumNeuralNetwork

Encoder network

decoder: QuantumNeuralNetwork

Decoder network

config: QAutoencoderConfig

Configuration

training_history: TrainingHistory

Training history

Implementations

impl QuantumAutoencoder

pub fn new(config: QAutoencoderConfig) -> QmlResult<Self>

Create a new Quantum Autoencoder

pub fn encode(&self, input: &[f64]) -> QmlResult<Vec<f64>>

Encode input to latent representation

pub fn decode(&self, latent: &[f64]) -> QmlResult<Vec<f64>>

Decode latent representation to output

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

Full forward pass (encode then decode)

pub fn train(&mut self, training_data: &[Vec<f64>]) -> QmlResult<()>

Train the autoencoder

Trait Implementations

impl Clone for QuantumAutoencoder

fn clone(&self) -> QuantumAutoencoder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantumAutoencoder

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

Formats the value using the given formatter.