# Pinned to the environment used to validate the restructured pipeline (2026-08-05).
numpy==2.4.4
pandas==3.0.2
scikit-learn==1.6.1
xgboost==3.2.0
lightgbm==4.6.0
statsmodels==0.14.6
duckdb==1.5.2
matplotlib==3.10.9
seaborn==0.13.2
shap==0.48.0
scipy==1.17.1
# Spatial statistics (Moran's I)
libpysal==4.14.1
esda==2.8.2