MaxRubby / ST-GDN

Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network

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a hierarchically structured graph neural architecture which learns not only the local region-wise geographical dependencies, but also the spatial semantics from a global perspective.

flowdatacheck.py: for the temporal resolution.

dc_cell.py and diffusionconv.py: the basic diffusion convolution network.

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Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network


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