benedekrozemberczki / pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
MIT License
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Is this library working with dynamic graph topology? #258

Open luigidamico100 opened 8 months ago

luigidamico100 commented 8 months ago

Hello there, thank for you your contribution to the library!

I am trying to use this library to work with Elliptic dataset in which the entire topology of the graph (cardinality of nodes and edges) change for each time step. My goal is to replicate the results obtained from these two papers: [1], [2], where they manage to exploit the temporal information although the graphs topology change over time. Despite that, from what I understand, this library does not support this kind of dataset, both for data manager classes and for the models.

I would really appreciate if you could give me extra information on this and also some reference on how I can face my problem.

Thanks a lot, Luigi