MatrixUtils

sklears_utils::linear_algebra

Struct MatrixUtils

pub struct MatrixUtils;

Expand description

Additional matrix utilities

Implementations§

impl MatrixUtils

pub fn is_symmetric(matrix: &Array2<f64>, tolerance: f64) -> bool

Check if matrix is symmetric

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

Check if matrix is positive definite

pub fn is_orthogonal(matrix: &Array2<f64>, tolerance: f64) -> bool

Check if matrix is orthogonal

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

Compute matrix trace

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

Compute matrix determinant using LU decomposition

Auto Trait Implementations§

impl Freeze for MatrixUtils

impl RefUnwindSafe for MatrixUtils

impl Send for MatrixUtils

impl Sync for MatrixUtils

impl Unpin for MatrixUtils

impl UnwindSafe for MatrixUtils

Blanket Implementations§

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