pub struct AdvancedSimdKMeans { /* private fields */ }Expand description
Advanced-optimized SIMD K-means implementation with vectorized operations
Implementations§
Source§impl AdvancedSimdKMeans
impl AdvancedSimdKMeans
Sourcepub fn with_mixed_precision(self, use_mixedprecision: bool) -> Self
pub fn with_mixed_precision(self, use_mixedprecision: bool) -> Self
Configure mixed precision (f32 for speed where possible)
Sourcepub fn with_block_size(self, blocksize: usize) -> Self
pub fn with_block_size(self, blocksize: usize) -> Self
Set block size for cache-optimized processing
Sourcepub fn fit(
&self,
points: &ArrayView2<'_, f64>,
) -> SpatialResult<(Array2<f64>, Array1<usize>)>
pub fn fit( &self, points: &ArrayView2<'_, f64>, ) -> SpatialResult<(Array2<f64>, Array1<usize>)>
Advanced-optimized SIMD K-means clustering
Auto Trait Implementations§
impl Freeze for AdvancedSimdKMeans
impl RefUnwindSafe for AdvancedSimdKMeans
impl Send for AdvancedSimdKMeans
impl Sync for AdvancedSimdKMeans
impl Unpin for AdvancedSimdKMeans
impl UnwindSafe for AdvancedSimdKMeans
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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> 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
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fn is_in_subset(&self) -> bool
Checks if
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fn to_subset_unchecked(&self) -> SS
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.