RobustArrayOps

sklears_utils::math_utils

Struct RobustArrayOps

pub struct RobustArrayOps;

Expand description

Robust numerical operations for arrays

Implementations§

impl RobustArrayOps

pub fn robust_sum<T: Float + FromPrimitive>(arr: &Array1<T>) -> T

Robust sum that handles numerical precision issues

pub fn robust_mean<T: Float + FromPrimitive>(arr: &Array1<T>) -> UtilsResult<T>

Robust mean calculation

pub fn robust_variance<T: Float + FromPrimitive>( arr: &Array1<T>, ddof: usize, ) -> UtilsResult<T>

Robust variance calculation

pub fn robust_std<T: Float + FromPrimitive>( arr: &Array1<T>, ddof: usize, ) -> UtilsResult<T>

Robust standard deviation calculation

pub fn robust_dot<T: Float + FromPrimitive>( a: &Array1<T>, b: &Array1<T>, ) -> UtilsResult<T>

Robust dot product

pub fn robust_norm<T: Float + FromPrimitive>(arr: &Array1<T>) -> UtilsResult<T>

Robust norm calculation (Euclidean norm with overflow protection)

Auto Trait Implementations§

impl Freeze for RobustArrayOps

impl RefUnwindSafe for RobustArrayOps

impl Send for RobustArrayOps

impl Sync for RobustArrayOps

impl Unpin for RobustArrayOps

impl UnwindSafe for RobustArrayOps

Blanket Implementations§

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

fn type_id(&self) -> TypeId

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where F: FnOnce(&Self) -> bool,

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 more

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

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