pub struct QuantumHyperparameterOptimizer { /* private fields */ }Expand description
Quantum hyperparameter optimizer
Implementations§
Source§impl QuantumHyperparameterOptimizer
impl QuantumHyperparameterOptimizer
Sourcepub fn new(search_space: &HyperparameterSearchSpace) -> Self
pub fn new(search_space: &HyperparameterSearchSpace) -> Self
Create a new hyperparameter optimizer
Sourcepub fn optimize(
&mut self,
pipeline: QuantumMLPipeline,
X: &Array2<f64>,
y: &Array1<f64>,
) -> Result<QuantumMLPipeline>
pub fn optimize( &mut self, pipeline: QuantumMLPipeline, X: &Array2<f64>, y: &Array1<f64>, ) -> Result<QuantumMLPipeline>
Optimize hyperparameters for a given pipeline
Sourcepub fn best_configuration(&self) -> Option<&HyperparameterConfiguration>
pub fn best_configuration(&self) -> Option<&HyperparameterConfiguration>
Get the best configuration found
Sourcepub fn history(&self) -> &OptimizationHistory
pub fn history(&self) -> &OptimizationHistory
Get optimization history
Trait Implementations§
Source§impl Clone for QuantumHyperparameterOptimizer
impl Clone for QuantumHyperparameterOptimizer
Source§fn clone(&self) -> QuantumHyperparameterOptimizer
fn clone(&self) -> QuantumHyperparameterOptimizer
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 QuantumHyperparameterOptimizer
impl RefUnwindSafe for QuantumHyperparameterOptimizer
impl Send for QuantumHyperparameterOptimizer
impl Sync for QuantumHyperparameterOptimizer
impl Unpin for QuantumHyperparameterOptimizer
impl UnwindSafe for QuantumHyperparameterOptimizer
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.