# Verified with Python 3.12. The exact versions are recorded with each result.
numpy==2.5.3
pandas==3.0.6
scipy==1.18.1
scikit-learn==1.9.1
shap==0.52.0
xgboost==3.0.5
catboost==1.2.10
matplotlib==3.11.2
requests==2.34.2