pub struct QSVMParams {
pub feature_map: FeatureMapType,
pub reps: usize,
pub c: f64,
pub tolerance: f64,
pub num_qubits: usize,
pub depth: usize,
pub gamma: Option<f64>,
pub regularization: f64,
pub max_iterations: usize,
pub seed: Option<u64>,
}Expand description
Parameters for QSVM
Fields§
§feature_map: FeatureMapTypeType of quantum feature map
reps: usizeNumber of repetitions of the feature map circuit
c: f64Regularization parameter (also accessible as c_parameter for compatibility)
tolerance: f64Tolerance for convergence
num_qubits: usizeNumber of qubits
depth: usizeCircuit depth
gamma: Option<f64>Gamma parameter for RBF-like kernels
regularization: f64Regularization parameter (alias for c)
max_iterations: usizeMaximum iterations for optimization
seed: Option<u64>Random seed for reproducibility
Implementations§
Source§impl QSVMParams
impl QSVMParams
Sourcepub fn c_parameter(&self) -> f64
pub fn c_parameter(&self) -> f64
Get c_parameter (alias for c)
Sourcepub fn set_c_parameter(&mut self, value: f64)
pub fn set_c_parameter(&mut self, value: f64)
Set c_parameter (updates both c and regularization)
Trait Implementations§
Source§impl Clone for QSVMParams
impl Clone for QSVMParams
Source§fn clone(&self) -> QSVMParams
fn clone(&self) -> QSVMParams
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 moreSource§impl Debug for QSVMParams
impl Debug for QSVMParams
Auto Trait Implementations§
impl Freeze for QSVMParams
impl RefUnwindSafe for QSVMParams
impl Send for QSVMParams
impl Sync for QSVMParams
impl Unpin for QSVMParams
impl UnwindSafe for QSVMParams
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>
otherwise. Read moreSource§impl<T> Pointable for T
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.