pub struct VQEClustering<F: Float + FromPrimitive> { /* private fields */ }Expand description
VQE-based clustering algorithm
Implementations§
Source§impl<F: Float + FromPrimitive + Debug> VQEClustering<F>
impl<F: Float + FromPrimitive + Debug> VQEClustering<F>
Sourcepub fn fit(&mut self, data: ArrayView2<'_, F>) -> Result<Array1<usize>>
pub fn fit(&mut self, data: ArrayView2<'_, F>) -> Result<Array1<usize>>
Fit the VQE clustering model
Sourcepub fn predict(&self, data: ArrayView2<'_, F>) -> Result<Array1<usize>>
pub fn predict(&self, data: ArrayView2<'_, F>) -> Result<Array1<usize>>
Predict cluster assignments
Sourcepub fn optimal_energy(&self) -> Option<f64>
pub fn optimal_energy(&self) -> Option<f64>
Get optimal VQE energy
Sourcepub fn optimal_parameters(&self) -> Option<&Vec<f64>>
pub fn optimal_parameters(&self) -> Option<&Vec<f64>>
Get optimal VQE parameters
Auto Trait Implementations§
impl<F> Freeze for VQEClustering<F>
impl<F> RefUnwindSafe for VQEClustering<F>where
F: RefUnwindSafe,
impl<F> Send for VQEClustering<F>where
F: Send,
impl<F> Sync for VQEClustering<F>where
F: Sync,
impl<F> Unpin for VQEClustering<F>where
F: Unpin,
impl<F> UnwindSafe for VQEClustering<F>where
F: UnwindSafe,
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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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>
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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.
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Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
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The inverse inclusion map: attempts to construct
self from the equivalent element of its
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Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.