MatrixNorms

sklears_utils::linear_algebra

Struct MatrixNorms

pub struct MatrixNorms;

Expand description

Matrix norm computation utilities

Implementations§

impl MatrixNorms

pub fn frobenius_norm(matrix: &Array2<f64>) -> f64

Compute Frobenius norm

pub fn spectral_norm(matrix: &Array2<f64>) -> Result<f64, UtilsError>

Compute spectral norm (largest singular value)

pub fn nuclear_norm(matrix: &Array2<f64>) -> Result<f64, UtilsError>

Compute nuclear norm (sum of singular values)

pub fn one_norm(matrix: &Array2<f64>) -> f64

Compute 1-norm (maximum absolute column sum)

pub fn infinity_norm(matrix: &Array2<f64>) -> f64

Compute infinity norm (maximum absolute row sum)

Auto Trait Implementations§

impl Freeze for MatrixNorms

impl RefUnwindSafe for MatrixNorms

impl Send for MatrixNorms

impl Sync for MatrixNorms

impl Unpin for MatrixNorms

impl UnwindSafe for MatrixNorms

Blanket Implementations§

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

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