pub struct QuantumImplicitNeuralRepresentation { /* private fields */ }Expand description
Main Quantum Implicit Neural Representation model
Implementations§
Source§impl QuantumImplicitNeuralRepresentation
impl QuantumImplicitNeuralRepresentation
Sourcepub fn new(config: QuantumINRConfig) -> Result<Self>
pub fn new(config: QuantumINRConfig) -> Result<Self>
Create a new Quantum Implicit Neural Representation
Sourcepub fn query(&self, coordinates: &Array2<f64>) -> Result<INRQueryOutput>
pub fn query(&self, coordinates: &Array2<f64>) -> Result<INRQueryOutput>
Query the implicit representation at given coordinates
Sourcepub fn fit(
&mut self,
coordinates: &Array2<f64>,
values: &Array2<f64>,
training_config: &INRTrainingConfig,
) -> Result<INRTrainingOutput>
pub fn fit( &mut self, coordinates: &Array2<f64>, values: &Array2<f64>, training_config: &INRTrainingConfig, ) -> Result<INRTrainingOutput>
Fit the representation to training data
Sourcepub fn adapt_to_signal(
&mut self,
coordinates: &Array2<f64>,
values: &Array2<f64>,
adaptation_steps: usize,
) -> Result<AdaptationOutput>
pub fn adapt_to_signal( &mut self, coordinates: &Array2<f64>, values: &Array2<f64>, adaptation_steps: usize, ) -> Result<AdaptationOutput>
Adapt to new signal with meta-learning
Sourcepub fn compress_representation(&mut self) -> Result<CompressedRepresentation>
pub fn compress_representation(&mut self) -> Result<CompressedRepresentation>
Compress the representation
Auto Trait Implementations§
impl Freeze for QuantumImplicitNeuralRepresentation
impl RefUnwindSafe for QuantumImplicitNeuralRepresentation
impl Send for QuantumImplicitNeuralRepresentation
impl Sync for QuantumImplicitNeuralRepresentation
impl Unpin for QuantumImplicitNeuralRepresentation
impl UnwindSafe for QuantumImplicitNeuralRepresentation
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