Official implementation of "Commuting flow prediction using OpenStreetMap data" (Computational Urban Science, 2025). Utilizes Graph Attention Networks (GMEL) and OSM building types to predict urban mobility flows.
openstreetmap plotly spatial-analysis transfer-learning geopandas human-mobility graph-attention-networks flow-prediction commuting-flows
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Updated
Feb 8, 2026 - Jupyter Notebook