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| # Core Data Science Libraries | |
| numpy>=1.24.0 | |
| pandas>=2.0.0 | |
| scipy>=1.10.0 | |
| # Machine Learning | |
| scikit-learn>=1.3.0 | |
| xgboost>=2.0.0 | |
| optuna | |
| tensorflow | |
| # Web Scraping & URL Analysis | |
| beautifulsoup4>=4.12.0 | |
| lxml>=4.9.0 | |
| requests>=2.31.0 | |
| urllib3>=2.0.0 | |
| tldextract>=3.4.0 | |
| # Data Visualization | |
| matplotlib>=3.7.0 | |
| seaborn>=0.12.0 | |
| # Progress & Utilities | |
| tqdm>=4.65.0 | |
| joblib>=1.3.0 | |
| colorama>=0.4.6 | |
| # Jupyter & Notebooks (optional) | |
| jupyter>=1.0.0 | |
| ipykernel>=6.23.0 | |
| notebook>=6.5.0 | |
| # Testing (optional) | |
| pytest>=7.4.0 | |
| pytest-cov>=4.1.0 | |
| # Web Framework | |
| fastapi==0.109.0 | |
| uvicorn[standard]==0.27.0 | |
| python-multipart==0.0.6 | |
| # CORS | |
| python-dotenv==1.0.0 | |