v1.0.5

Added

• Added comprehensive cross-validation support with multiple strategies:
  • K-Fold Cross-Validation
  • Stratified K-Fold Cross-Validation
  • Leave-One-Out Cross-Validation
• Added cross-validation assertions for multiple metrics:
  • Accuracy Score
  • Precision Score
  • Recall Score
  • F1 Score
  • ROC AUC Score
• Added get_cv_summary function for detailed cross-validation metrics
• Added parallel processing support for faster cross-validation
• Added comprehensive documentation for cross-validation features
• Added cross-validation examples in documentation

Changed

• Updated model evaluation to support cross-validation-based assertions
• Enhanced error handling for cross-validation operations
• Improved documentation structure to include cross-validation section

Fixed

• Fixed potential memory issues in large-scale cross-validation
• Fixed documentation formatting for cross-validation examples