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Commit History
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Fix Dockerfile: single-stage build so gunicorn binary is in PATH
631ae7d -
Production readiness: port 7860, Dockerfile, HF Spaces config
f9ade9b -
Add favicon SVG and update base template to include it; add filterCategory to recommendations
44f6b36 -
Add user creation API and enhance user preference handling in the frontend
28e5413 -
Refactor explainer methods and enhance evaluation template with detailed CF approach explanations
b1410eb -
Enhance evaluation API and frontend for collaborative filtering methods
- Introduced new API endpoints for evaluating collaborative filtering methods with streaming support for SVD and Slope One. - Updated the `api_evaluate` function to handle specific CF methods and return detailed results. - Added streaming functionality in the frontend to display progress during evaluations. - Enhanced the evaluation dashboard to show real-time progress and results for each method. - Improved data handling and visualization for approach comparisons, including dynamic updates for charts and analysis. - Refactored JavaScript code for better readability and maintainability, including new methods for handling evaluations and rendering charts.60c3ccb -
Refactor recommendation page and templates
- Converted recommend.html to extend a new base.html template for better structure and reusability. - Added breadcrumb navigation and improved user selection interface with Alpine.js for dynamic updates. - Implemented a new approach and method selection UI with buttons and dynamic filtering for recommendations. - Enhanced the results display with tabs for cards and comparison, including loading states and error handling. - Created macros in macros.html for reusable components like navigation, glass containers, product cards, and loading spinners. - Introduced a base layout in base.html with theme toggling and toast notifications for user feedback. - Updated JavaScript logic to handle user interactions and API calls more efficiently.a3cafd5 -
Fix SVD convergence and approach comparison data leakage
cabd6cc -
idk
9726a13 -
Fix user-based CF NaN error and make constraint-based brand soft
daa3d2a -
Complete 3-approach evaluation comparison in API and UI
- Added _get_relevant_for_user to Evaluator for Precision/Recall ground truth - Extended /api/evaluate to compare CF, Content-Based, and Knowledge-Based - Updated evaluation dashboard to highlight best approach with data-driven insights7f47e42
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Add .gitignore and remove __pycache__ from version control
e8eed09 -
Initial implementation of TasteEngine: multi-approach recommender system with Flask web UI, evaluation suite, and explanation engine
133a630 -
Initial commit
Abdallah ZainUnverified signature3aca1d9