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* feat: Add SHAP explainability dashboard with feature contribution visualization (#48) * Feature/new feature (#49) * feat: Add SHAP explainability dashboard with feature contribution visualization * Updated gitignore * Feature/docs (#50) * feat: Add SHAP explainability dashboard with feature contribution visualization * Updated gitignore * feat: comprehensive documentation updates and cleanup - Update README with detailed system architecture, testing strategy, and production deployment guide - Add new documentation files: MODEL_CARD.md, EXPLAINABILITY.md, DEMO_SCRIPT.md, DOCUMENTATION_SUMMARY.md - Remove outdated documentation files (EDA_INVESTIGATION.md, FEATURE_EXTRACTION.md, etc.) - Clean up outputs directory by removing unused/generated files - Update notebook visualizations and improve code comments - Update gitignore for better repository management
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