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| # Core data science libraries | |
| pandas>=1.3.0 | |
| numpy>=1.21.0 | |
| matplotlib>=3.4.0 | |
| seaborn>=0.11.0 | |
| scikit-learn>=1.0.0 | |
| # Web framework and API | |
| Flask>=2.0.0 | |
| flask-cors>=3.0.0 | |
| # Machine learning model persistence | |
| joblib>=1.0.0 | |
| # Development and notebook | |
| jupyter>=1.0.0 | |
| # Optional: for better performance | |
| gunicorn>=20.0.0 | |