pub struct QuantumReservoirComputerEnhanced { /* private fields */ }Expand description
Enhanced quantum reservoir computing system
Implementations§
Source§impl QuantumReservoirComputerEnhanced
impl QuantumReservoirComputerEnhanced
Sourcepub fn new(config: QuantumReservoirConfig) -> Result<Self>
pub fn new(config: QuantumReservoirConfig) -> Result<Self>
Create new enhanced quantum reservoir computer
Sourcepub const fn calculate_output_size(_config: &QuantumReservoirConfig) -> usize
pub const fn calculate_output_size(_config: &QuantumReservoirConfig) -> usize
Calculate output size based on configuration
Sourcepub fn calculate_feature_size(config: &QuantumReservoirConfig) -> usize
pub fn calculate_feature_size(config: &QuantumReservoirConfig) -> usize
Calculate feature size based on configuration
Sourcepub fn process_input(&mut self, input: &Array1<f64>) -> Result<Array1<f64>>
pub fn process_input(&mut self, input: &Array1<f64>) -> Result<Array1<f64>>
Process input through quantum reservoir
Sourcepub fn encode_input(&mut self, input: &Array1<f64>) -> Result<()>
pub fn encode_input(&mut self, input: &Array1<f64>) -> Result<()>
Encode input data into quantum state
Sourcepub fn evolve_reservoir(&mut self) -> Result<()>
pub fn evolve_reservoir(&mut self) -> Result<()>
Evolve quantum reservoir through dynamics
Sourcepub fn train(
&mut self,
training_data: &ReservoirTrainingData,
) -> Result<TrainingResult>
pub fn train( &mut self, training_data: &ReservoirTrainingData, ) -> Result<TrainingResult>
Train the enhanced reservoir computer
Sourcepub const fn get_metrics(&self) -> &ReservoirMetrics
pub const fn get_metrics(&self) -> &ReservoirMetrics
Get current metrics
Sourcepub const fn get_memory_analysis(&self) -> &MemoryAnalyzer
pub const fn get_memory_analysis(&self) -> &MemoryAnalyzer
Get memory analysis results
Auto Trait Implementations§
impl !Freeze for QuantumReservoirComputerEnhanced
impl !RefUnwindSafe for QuantumReservoirComputerEnhanced
impl !Send for QuantumReservoirComputerEnhanced
impl !Sync for QuantumReservoirComputerEnhanced
impl Unpin for QuantumReservoirComputerEnhanced
impl !UnwindSafe for QuantumReservoirComputerEnhanced
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T: ?Sized,
impl<T> BorrowMut<T> for Twhere
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Converts
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.