Module validation 

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

data

Comprehensive data validation system with schema validation and constraint enforcement Comprehensive Data Validation System

parameters

Parameter validation utilities

production

Production-Level Input Validation and Sanitization

Functions

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