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ArrayStats

sklears::prelude

Struct ArrayStats

pub struct ArrayStats;

Expand description

Advanced array statistics with optimized implementations

Implementations§

impl ArrayStats

pub fn weighted_mean<T>( array: &ArrayBase<OwnedRepr<T>, Dim<[usize; 1]>>, weights: &ArrayBase<OwnedRepr<T>, Dim<[usize; 1]>>, ) -> Result<T, SklearsError>
where T: FloatBounds,

Compute weighted mean with numerical stability

pub fn robust_covariance<T>( data: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, shrinkage: Option<T>, ) -> Result<ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, SklearsError>
where T: FloatBounds + ScalarOperand,

Compute robust covariance matrix with outlier handling

pub fn percentile<T>( array: &ArrayBase<OwnedRepr<T>, Dim<[usize; 1]>>, q: T, ) -> Result<T, SklearsError>
where T: FloatBounds + PartialOrd,

Compute percentile with interpolation

Auto Trait Implementations§

impl Freeze for ArrayStats

impl RefUnwindSafe for ArrayStats

impl Send for ArrayStats

impl Sync for ArrayStats

impl Unpin for ArrayStats

impl UnsafeUnpin for ArrayStats

impl UnwindSafe for ArrayStats

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

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impl<T, U> Into<U> for T
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where F: FnOnce(&Self) -> bool,

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impl<T> Pointable for T

const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

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impl<V, T> VZip<V> for T
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fn vzip(self) -> V