Version 1.1.0

Full Changelog: v0.1.1...v1.1.0

1.0.1

[1.0.1] - 2025-11-03

Fixed

• KMeans predefined centers flow: predefined_centers no longer mandatory in constructor; now validated only when init="predefined" is used and centers are actually needed (constructor or run() may supply them).
• Resolved indentation issue in _init_centroids_predefined leading to a syntax error.
• GeoPandas centroid warning fixed in POI extraction by computing centroids in a projected CRS (EPSG:3857) and converting back to EPSG:4326.

Changed

• Time windows: TimeWindowGenerator.generate_from_schedule(as_dataframe=True) now returns a single combined DataFrame with category, vi, ts, te, start_time, end_time while keeping dict-of-DataFrames for backward compatibility. Test updated to validate consistency between both outputs.

Documentation

• Notebooks updated to use the DataFrame-first time windows API where applicable.