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| # Pinned for reproducible training + serving. | |
| # scikit-learn MUST stay 1.5.x: later releases shift the Random Forest tie-break | |
| # and change the reported test accuracy. | |
| numpy==1.26.4 | |
| pandas==2.2.2 | |
| scikit-learn==1.5.2 | |
| scipy==1.13.1 | |
| joblib==1.4.2 | |
| fastapi==0.115.0 | |
| uvicorn[standard]==0.30.6 | |
| pydantic==2.9.2 | |