# Tested on Python 3.12.0 (Windows 11) on 27 October 2026. Python 3.10+ is required. scikit-learn==1.9.1 scipy==1.18.1 rasterio==1.5.2 contextily==1.7.1 xyzservices==2026.9.1 geopandas==1.2.0 pyogrio==0.13.0 shapely==2.2.0 pyproj==3.8.0 numpy==2.5.4 pandas==3.1.0 matplotlib==3.11.2 requests==2.34.2