pub struct QuantumKernelOptimizer {
pub feature_map: QuantumFeatureMap,
pub kernel_matrix: Array2<f64>,
pub optimization_history: Vec<f64>,
pub feature_map_parameters: Array1<f64>,
}Expand description
Quantum kernel feature map optimizations
Fields§
§feature_map: QuantumFeatureMap§kernel_matrix: Array2<f64>§optimization_history: Vec<f64>§feature_map_parameters: Array1<f64>Implementations§
Source§impl QuantumKernelOptimizer
impl QuantumKernelOptimizer
Sourcepub fn new(feature_map: QuantumFeatureMap) -> Self
pub fn new(feature_map: QuantumFeatureMap) -> Self
Create a new quantum kernel optimizer
Sourcepub fn compute_kernel_matrix(
&mut self,
data_points: &Array2<f64>,
) -> Result<Array2<f64>, QuantRS2Error>
pub fn compute_kernel_matrix( &mut self, data_points: &Array2<f64>, ) -> Result<Array2<f64>, QuantRS2Error>
Compute the quantum kernel matrix
Sourcepub fn optimize_kernel_parameters(
&mut self,
training_data: &Array2<f64>,
training_labels: &Array1<f64>,
) -> Result<OptimizationResult, QuantRS2Error>
pub fn optimize_kernel_parameters( &mut self, training_data: &Array2<f64>, training_labels: &Array1<f64>, ) -> Result<OptimizationResult, QuantRS2Error>
Optimize kernel parameters
Trait Implementations§
Source§impl Clone for QuantumKernelOptimizer
impl Clone for QuantumKernelOptimizer
Source§fn clone(&self) -> QuantumKernelOptimizer
fn clone(&self) -> QuantumKernelOptimizer
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for QuantumKernelOptimizer
impl !RefUnwindSafe for QuantumKernelOptimizer
impl Send for QuantumKernelOptimizer
impl Sync for QuantumKernelOptimizer
impl Unpin for QuantumKernelOptimizer
impl !UnwindSafe for QuantumKernelOptimizer
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.