pub struct QuantumHyperparameterTuner { /* private fields */ }Expand description
Quantum-inspired hyperparameter tuning for individual transformations
Implementations§
Source§impl QuantumHyperparameterTuner
impl QuantumHyperparameterTuner
Sourcepub fn new_for_transformation(
transformationtype: TransformationType,
) -> Result<Self>
pub fn new_for_transformation( transformationtype: TransformationType, ) -> Result<Self>
Create a new quantum hyperparameter tuner for a specific transformation
Sourcepub fn tune_parameters(
&mut self,
data: &ArrayView2<'_, f64>,
validation_data: &ArrayView2<'_, f64>,
) -> Result<HashMap<String, f64>>
pub fn tune_parameters( &mut self, data: &ArrayView2<'_, f64>, validation_data: &ArrayView2<'_, f64>, ) -> Result<HashMap<String, f64>>
Tune hyperparameters for optimal performance
Auto Trait Implementations§
impl Freeze for QuantumHyperparameterTuner
impl RefUnwindSafe for QuantumHyperparameterTuner
impl Send for QuantumHyperparameterTuner
impl Sync for QuantumHyperparameterTuner
impl Unpin for QuantumHyperparameterTuner
impl UnwindSafe for QuantumHyperparameterTuner
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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> 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
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fn is_in_subset(&self) -> bool
Checks if
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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.