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| # ============================================================ | |
| # RiskEnsembleClassifier — Full Requirements | |
| # Project: Risk-Aware Policy Clause Importance Ranking | |
| # Author : Durgesh Yadav — Risk Modeling & ML Lead | |
| # Install: pip install -r requirements.txt | |
| # Python : 3.10+ | |
| # ============================================================ | |
| # ----- Core Data & Math ----- | |
| numpy==2.4.2 | |
| pandas==3.0.1 | |
| scipy==1.17.0 | |
| # ----- Machine Learning ----- | |
| scikit-learn==1.8.0 | |
| xgboost==2.1.4 | |
| lightgbm==4.5.0 | |
| # ----- Sklearn Dependencies ----- | |
| joblib==1.5.3 | |
| threadpoolctl==3.6.0 | |
| # ----- Visualization ----- | |
| matplotlib==3.10.8 | |
| contourpy==1.3.3 | |
| cycler==0.12.1 | |
| fonttools==4.61.1 | |
| kiwisolver==1.4.9 | |
| pillow==12.1.1 | |
| pyparsing==3.3.2 | |
| # ----- Utilities ----- | |
| packaging==26.0 | |
| python-dateutil==2.9.0.post0 | |
| six==1.17.0 | |
| setuptools==68.1.2 | |
| wheel==0.42.0 | |
| pytz>=2024.1 | |