MatrixOps

Struct MatrixOps

pub struct MatrixOps;

Expand description

Advanced matrix operations with optimizations

Implementations§

impl MatrixOps

pub fn condition_number<T>( matrix: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, ) -> Result<T, SklearsError>
where T: FloatBounds,

Compute matrix condition number (ratio of largest to smallest singular value)

pub fn rank<T>( matrix: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, tolerance: Option<T>, ) -> usize
where T: FloatBounds,

Compute matrix rank using tolerance-based approach

pub fn pinv<T>( matrix: &ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, _tolerance: Option<T>, ) -> Result<ArrayBase<OwnedRepr<T>, Dim<[usize; 2]>>, SklearsError>
where T: FloatBounds,

Compute generalized inverse (Moore-Penrose pseudoinverse)

Auto Trait Implementations§

impl Freeze for MatrixOps

impl RefUnwindSafe for MatrixOps

impl Send for MatrixOps

impl Sync for MatrixOps

impl Unpin for MatrixOps

impl UnwindSafe for MatrixOps

Blanket Implementations§

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

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