pub struct QuantumEnsembleManager { /* private fields */ }Expand description
Quantum ensemble manager for time series models
Implementations§
Source§impl QuantumEnsembleManager
impl QuantumEnsembleManager
Sourcepub fn new(config: EnsembleConfig) -> Self
pub fn new(config: EnsembleConfig) -> Self
Create new quantum ensemble manager
Sourcepub fn add_model(&mut self, model: Box<dyn TimeSeriesModelTrait>)
pub fn add_model(&mut self, model: Box<dyn TimeSeriesModelTrait>)
Add model to ensemble
Sourcepub fn set_models(&mut self, models: Vec<Box<dyn TimeSeriesModelTrait>>)
pub fn set_models(&mut self, models: Vec<Box<dyn TimeSeriesModelTrait>>)
Set models for ensemble
Sourcepub fn fit_ensemble(
&mut self,
data: &Array2<f64>,
targets: &Array2<f64>,
) -> Result<()>
pub fn fit_ensemble( &mut self, data: &Array2<f64>, targets: &Array2<f64>, ) -> Result<()>
Train all models in ensemble
Sourcepub fn predict_ensemble(
&self,
data: &Array2<f64>,
horizon: usize,
) -> Result<Array2<f64>>
pub fn predict_ensemble( &self, data: &Array2<f64>, horizon: usize, ) -> Result<Array2<f64>>
Generate ensemble predictions
Sourcepub fn get_diversity_metrics(&self) -> &DiversityMetrics
pub fn get_diversity_metrics(&self) -> &DiversityMetrics
Get ensemble diversity metrics
Sourcepub fn get_model_weights(&self) -> &Array1<f64>
pub fn get_model_weights(&self) -> &Array1<f64>
Get model weights
Sourcepub fn get_performance_history(&self) -> &[ModelPerformanceHistory]
pub fn get_performance_history(&self) -> &[ModelPerformanceHistory]
Get performance history
Trait Implementations§
Source§impl Clone for QuantumEnsembleManager
impl Clone for QuantumEnsembleManager
Source§fn clone(&self) -> QuantumEnsembleManager
fn clone(&self) -> QuantumEnsembleManager
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 QuantumEnsembleManager
impl !RefUnwindSafe for QuantumEnsembleManager
impl Send for QuantumEnsembleManager
impl Sync for QuantumEnsembleManager
impl Unpin for QuantumEnsembleManager
impl !UnwindSafe for QuantumEnsembleManager
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.