pub struct KernelDensityEstimator<F> {
pub kernel: KernelType,
pub bandwidth: F,
pub config: KDEConfig,
pub trainingdata: Option<Array2<F>>,
/* private fields */
}Expand description
Kernel Density Estimation
Fields§
§kernel: KernelTypeKernel type
bandwidth: FBandwidth
config: KDEConfigConfiguration
trainingdata: Option<Array2<F>>Training data
Implementations§
Source§impl<F> KernelDensityEstimator<F>where
F: Float + Zero + One + Copy + Send + Sync + SimdUnifiedOps + FromPrimitive + Display + Sum<F> + ScalarOperand,
impl<F> KernelDensityEstimator<F>where
F: Float + Zero + One + Copy + Send + Sync + SimdUnifiedOps + FromPrimitive + Display + Sum<F> + ScalarOperand,
Sourcepub fn new(kernel: KernelType, bandwidth: F, config: KDEConfig) -> Self
pub fn new(kernel: KernelType, bandwidth: F, config: KDEConfig) -> Self
Create new KDE
Sourcepub fn fit(&mut self, data: &ArrayView2<'_, F>) -> StatsResult<()>
pub fn fit(&mut self, data: &ArrayView2<'_, F>) -> StatsResult<()>
Fit KDE to data
Sourcepub fn score_samples(
&self,
points: &ArrayView2<'_, F>,
) -> StatsResult<Array1<F>>
pub fn score_samples( &self, points: &ArrayView2<'_, F>, ) -> StatsResult<Array1<F>>
Evaluate density at given points
Auto Trait Implementations§
impl<F> Freeze for KernelDensityEstimator<F>where
F: Freeze,
impl<F> RefUnwindSafe for KernelDensityEstimator<F>where
F: RefUnwindSafe,
impl<F> Send for KernelDensityEstimator<F>where
F: Send,
impl<F> Sync for KernelDensityEstimator<F>where
F: Sync,
impl<F> Unpin for KernelDensityEstimator<F>where
F: Unpin,
impl<F> UnwindSafe for KernelDensityEstimator<F>where
F: UnwindSafe + RefUnwindSafe,
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T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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Mutably borrows from an owned value. Read more
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impl<T> IntoEither for T
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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>
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>
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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>
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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.