Module numerical_stability

Module numerical_stability 

Source
Expand description

Numerical Stability Enhancements for Kernel Approximation Methods

This module provides tools for monitoring and improving numerical stability including condition number monitoring, overflow/underflow protection, and numerically stable algorithms.

Structs§

NumericalStabilityMonitor
Numerical stability monitor for kernel approximation methods NumericalStabilityMonitor
StabilityConfig
Configuration for numerical stability monitoring StabilityConfig
StabilityMetrics
Numerical stability metrics StabilityMetrics

Enums§

StabilityWarning
Types of numerical stability warnings StabilityWarning

Functions§

stable_kernel_matrix
Numerically stable kernel matrix computation