pub struct QuantumMLPipeline { /* private fields */ }Expand description
Quantum ML Pipeline
Implementations§
Source§impl QuantumMLPipeline
impl QuantumMLPipeline
Sourcepub fn new(
algorithm: AlgorithmCandidate,
preprocessing: PreprocessorConfig,
automl_config: QuantumAutoMLConfig,
) -> Result<Self>
pub fn new( algorithm: AlgorithmCandidate, preprocessing: PreprocessorConfig, automl_config: QuantumAutoMLConfig, ) -> Result<Self>
Create a new quantum ML pipeline
Sourcepub fn fit(&mut self, X: &Array2<f64>, y: &Array1<f64>) -> Result<()>
pub fn fit(&mut self, X: &Array2<f64>, y: &Array1<f64>) -> Result<()>
Fit the pipeline to training data
Sourcepub fn predict(&self, X: &Array2<f64>) -> Result<Array1<f64>>
pub fn predict(&self, X: &Array2<f64>) -> Result<Array1<f64>>
Predict using the fitted pipeline
Sourcepub fn apply_hyperparameters(
&mut self,
config: &HyperparameterConfiguration,
) -> Result<()>
pub fn apply_hyperparameters( &mut self, config: &HyperparameterConfiguration, ) -> Result<()>
Apply hyperparameter configuration
Sourcepub fn performance_metrics(&self) -> &PerformanceMetrics
pub fn performance_metrics(&self) -> &PerformanceMetrics
Get pipeline performance metrics
Sourcepub fn training_state(&self) -> &TrainingState
pub fn training_state(&self) -> &TrainingState
Get training state
Trait Implementations§
Source§impl Clone for QuantumMLPipeline
impl Clone for QuantumMLPipeline
Source§fn clone(&self) -> QuantumMLPipeline
fn clone(&self) -> QuantumMLPipeline
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 QuantumMLPipeline
impl RefUnwindSafe for QuantumMLPipeline
impl Send for QuantumMLPipeline
impl Sync for QuantumMLPipeline
impl Unpin for QuantumMLPipeline
impl UnwindSafe for QuantumMLPipeline
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.