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@Graph-Machine-Learning-Group @TorchSpatiotemporal

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  1. TorchSpatiotemporal/tsl TorchSpatiotemporal/tsl Public

    tsl: a PyTorch library for processing spatiotemporal data.

    Python 274 26

  2. hdtts hdtts Public

    Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)

    Python 8 1

  3. Graph-Machine-Learning-Group/grin Graph-Machine-Learning-Group/grin Public

    Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

    Python 151 30

  4. Graph-Machine-Learning-Group/spin Graph-Machine-Learning-Group/spin Public

    Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

    Python 49 8

  5. Graph-Machine-Learning-Group/taming-local-effects-stgnns Graph-Machine-Learning-Group/taming-local-effects-stgnns Public

    Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)

    Python 17 3

  6. Graph-Machine-Learning-Group/sgp Graph-Machine-Learning-Group/sgp Public

    Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)

    Python 44 3