cb-flooddy 0.1.0

Cluster-based Flood Dynamics: Voronoi clustering + attention-based flood depth modeling

Cb_FloodDy

Cluster-based flood dynamics utilities and models.

Install (editable)

pip install -e .

Quick start

# Access submodules directly
from Cb_FloodDy import voronoi_clusters, model_training, model_prediction, bayesian_opt_tuning

# Example: generate Voronoi clusters (see voronoi_clusters module for data expectations)
# polygons = voronoi_clusters.generate_voronoi_clusters_and_empty_areas(station_coords, floodmap_union)

CLI

After installation:

cbf-train    # calls Cb_FloodDy.model_training.main()
cbf-predict  # calls Cb_FloodDy.model_prediction.main()
cbf-tune     # calls Cb_FloodDy.bayesian_opt_tuning.main()

Note: the underlying modules should define a main() function for these CLI commands.