Abstract: Graph representations convert large-scale Automatic Identification System (AIS) trajectories into a routable network, enabling maritime path planning to be posed as a constrained ...

STM-Graph is a Python framework for analyzing spatial-temporal urban data and doing predictions using Graph Neural Networks. It provides a complete end-to-end pipeline from raw event data to trained ...