(FEAT)[Add Training Types Module]: Introduce core data structures and types for training system, including TrainingConfig and TrainingProgress classes, along with cross-validation strategies and data augmentation functionality.

(FEAT)[Enhanced Results Widget]: Integrate advanced probability breakdown, QC, and provenance export