Struct CompatibilityGuarantees 

pub struct CompatibilityGuarantees;

API compatibility guarantees

This structure documents the compatibility guarantees for different components of the scirs2-datasets crate.

Implementations

impl CompatibilityGuarantees

pub const CORE_API_STABLE: &'static str = " The following APIs are considered stable and will maintain backward compatibility: - Dataset struct and its public methods (n_samples, n_features, etc.) - Toy dataset loaders (load_iris, load_boston, load_breast_cancer, etc.) - Core data generators (make_classification, make_regression, make_blobs, etc.) - Cross-validation utilities (k_fold_split, stratified_k_fold_split, etc.) - Basic dataset utilities (train_test_split, normalize_features, etc.) - Error types and Result definitions "

Core dataset types and basic operations

These are considered stable and will maintain backward compatibility:

• Dataset struct and its public methods
• Basic dataset loading functions (load_iris, load_boston, etc.)
• Core data generation functions (make_classification, make_regression, etc.)
• Cross-validation utilities
• Basic dataset manipulation functions

pub const EXPERIMENTAL_API: &'static str = " The following APIs are experimental and may change in minor versions: - GPU acceleration (gpu module) - Cloud storage integration (cloud module) - Distributed processing (distributed module) - Advanced ML pipeline features (ml_integration advanced features) - Domain-specific datasets (domain_specific module) - Streaming dataset processing (streaming module) - Advanced data generators (advanced_generators module) "

Advanced features that are experimental

These features may change in minor versions:

• GPU acceleration APIs
• Cloud storage integration
• Distributed processing
• Advanced ML pipeline integration
• Domain-specific datasets

pub const INTERNAL_API: &'static str = " The following APIs are internal and may change without notice: - Cache implementation details - Internal registry structures - Private utility functions - Internal error handling mechanisms - Performance optimization internals "

Internal APIs that may change without notice

These are not part of the public API:

• Cache implementation details
• Internal data structures
• Private utility functions