Static Public Member Functions
ValidationResult	check_condition_number (np.ndarray A, str name="matrix")
Tuple[float, ValidationResult]	safe_divide (float numerator, float denominator, float default=0.0, str name="ratio")
Tuple[float, ValidationResult]	safe_sqrt (float value, str name="sqrt")
Tuple[float, ValidationResult]	safe_log (float value, str name="log")
ValidationResult	check_convergence (List[float] residuals, float tolerance, int min_iterations=3)
ValidationResult	check_bracket (callable f, float a, float b)

Detailed Description

Numerical stability checks and improvements

Definition at line 183 of file numerical_robustness.py.

Member Function Documentation

ValidationResult engine.pipeline.numerical_robustness.NumericalStability.check_bracket	(	callable	f,
		float	a,
		float	b )

static

Check that bracket [a, b] contains a root

Definition at line 271 of file numerical_robustness.py.

ValidationResult engine.pipeline.numerical_robustness.NumericalStability.check_condition_number	(	np.ndarray	A,
		str	name = "matrix" )

static

Check condition number of a matrix

Definition at line 187 of file numerical_robustness.py.

ValidationResult engine.pipeline.numerical_robustness.NumericalStability.check_convergence	(	List[float]	residuals,
		float	tolerance,
		int	min_iterations = 3 )

static

Check convergence of iterative method

Definition at line 245 of file numerical_robustness.py.

Tuple[float, ValidationResult] engine.pipeline.numerical_robustness.NumericalStability.safe_divide	(	float	numerator,
		float	denominator,
		float	default = 0.0,
		str	name = "ratio" )

static

Safely divide with validation

Definition at line 203 of file numerical_robustness.py.

Tuple[float, ValidationResult] engine.pipeline.numerical_robustness.NumericalStability.safe_log	(	float	value,
		str	name = "log" )

static

Safely compute logarithm with validation

Definition at line 230 of file numerical_robustness.py.

Tuple[float, ValidationResult] engine.pipeline.numerical_robustness.NumericalStability.safe_sqrt	(	float	value,
		str	name = "sqrt" )

static

Safely compute square root with validation

Definition at line 218 of file numerical_robustness.py.

The documentation for this class was generated from the following file: