Struct NumericalStabilityMonitor 

pub struct NumericalStabilityMonitor { /* private fields */ }

Numerical stability monitor for kernel approximation methods NumericalStabilityMonitor

Implementations

impl NumericalStabilityMonitor

pub fn new(config: StabilityConfig) -> Self

Create a new stability monitor

pub fn monitor_matrix( &mut self, matrix: &Array2<f64>, location: &str, ) -> Result<()>

Monitor matrix for numerical stability issues

pub fn stabilize_matrix(&mut self, matrix: &mut Array2<f64>) -> Result<()>

Apply numerical stabilization to a matrix

pub fn stable_eigendecomposition( &mut self, matrix: &Array2<f64>, ) -> Result<(Array1<f64>, Array2<f64>)>

Compute numerically stable eigendecomposition

pub fn stable_matrix_inverse( &mut self, matrix: &Array2<f64>, ) -> Result<Array2<f64>>

Compute numerically stable matrix inversion

pub fn stable_cholesky(&mut self, matrix: &Array2<f64>) -> Result<Array2<f64>>

Compute numerically stable Cholesky decomposition

pub fn get_warnings(&self) -> &[StabilityWarning]

Get stability warnings

pub fn get_metrics(&self) -> &StabilityMetrics

Get stability metrics

pub fn clear(&mut self)

Clear warnings and metrics

pub fn generate_report(&self) -> String

Generate stability report

Trait Implementations

impl Clone for NumericalStabilityMonitor

fn clone(&self) -> NumericalStabilityMonitor

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for NumericalStabilityMonitor

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.