Struct QuantumDatasetGenerator 

pub struct QuantumDatasetGenerator { /* private fields */ }

Quantum-enhanced dataset generator using quantum-inspired algorithms

Implementations

impl QuantumDatasetGenerator

pub fn new(n_qubits: usize, gate_fidelity: f64) -> Self

Create a new quantum dataset generator

pub fn make_quantum_classification( &self, n_samples: usize, n_features: usize, n_classes: usize, entanglement_strength: f64, random_seed: Option<u64>, ) -> Result<Dataset>

Generate quantum-entangled classification dataset

pub fn make_quantum_regression( &self, n_samples: usize, n_features: usize, noise_amplitude: f64, quantum_noise: bool, random_seed: Option<u64>, ) -> Result<Dataset>

Generate quantum superposition regression dataset

pub fn make_quantum_blobs( &self, n_samples: usize, n_features: usize, n_centers: usize, cluster_std: f64, quantum_interference: f64, random_seed: Option<u64>, ) -> Result<Dataset>

Generate quantum clustering dataset with entangled clusters

Trait Implementations

impl Clone for QuantumDatasetGenerator

fn clone(&self) -> QuantumDatasetGenerator

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantumDatasetGenerator

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

Formats the value using the given formatter.

impl Default for QuantumDatasetGenerator

fn default() -> Self

Returns the “default value” for a type.