Module input_validation 

Enhanced input validation utilities

This module provides comprehensive input validation functions that are compatible with SciPy’s validation patterns and provide consistent error messages across all clustering algorithms.

Structs

ValidationConfig

Validation configuration for different algorithms

Functions

check_duplicate_points

Check for duplicate data points

suggest_clustering_algorithm

Validate and suggest appropriate clustering algorithm

validate_cluster_initialization

Validate cluster initialization data

validate_clustering_data

Comprehensive data validation for clustering algorithms

validate_convergence_parameters

Validate convergence parameters

validate_distance_parameter

Validate distance/similarity parameters

validate_integer_parameter

Validate integer parameters with bounds

validate_n_clusters

Validate cluster count parameter

validate_sample_weights

Validate sample weights