Module validation

Expand description

Validation utilities for SciRS2

This module provides utilities for validating data and parameters, including production-level security hardening and comprehensive input validation.

Modules§

clustering: Clustering-specific validation utilities
cross_platform: Cross-platform validation utilities for consistent behavior across operating systems and architectures Cross-platform validation utilities for consistent behavior across operating systems and architectures.
custom: Custom validator implementations for flexible validation logic
parameters: Parameter validation utilities
production: Production-Level Input Validation and Sanitization

check_1d: Checks if an array is 1D
check_2d: Checks if an array is 2D
check_finite: Checks if a floating-point value is finite
check_in_bounds: Checks if a value is within bounds (inclusive)
check_min_samples: Checks if an array has at least the minimum number of samples
check_non_negative: Checks if a value is non-negative
check_not_empty: Checks if an array is not empty
check_positive: Checks if a value is positive
check_probabilities: Checks if an array contains only probabilities (between 0 and 1, inclusive)
check_probabilities_sum_to_one: Checks if probability values sum to 1
check_probability: Checks if a probability value is valid (between 0 and 1, inclusive)
check_sameshape: Checks if two arrays have the same shape
check_square: Checks if a matrix is square
checkarray_finite: Checks if all values in an array are finite
checkshape: Checks if an array has the expected shape