EigenDecomposition

sklears_utils::linear_algebra

Struct EigenDecomposition

pub struct EigenDecomposition;

Expand description

Eigenvalue and eigenvector computation utilities

Implementations§

impl EigenDecomposition

pub fn power_iteration( matrix: &Array2<f64>, max_iterations: usize, tolerance: f64, ) -> Result<(f64, Array1<f64>), UtilsError>

Compute dominant eigenvalue and eigenvector using power iteration

pub fn qr_iteration( matrix: &Array2<f64>, max_iterations: usize, tolerance: f64, ) -> Result<Array1<f64>, UtilsError>

Compute eigenvalues using QR iteration (simplified version)

Auto Trait Implementations§

impl Freeze for EigenDecomposition

impl RefUnwindSafe for EigenDecomposition

impl Send for EigenDecomposition

impl Sync for EigenDecomposition

impl Unpin for EigenDecomposition

impl UnwindSafe for EigenDecomposition

Blanket Implementations§

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