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@Graph-Machine-Learning-Group

Graph Machine Learning Group

We are the Graph Machine Learning Group @ Università della Svizzera italiana

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  1. grin grin Public

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

    Python 174 32

  2. spin spin Public

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

    Python 62 10

  3. sgp sgp Public

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

    Python 50 3

  4. taming-local-effects-stgnns taming-local-effects-stgnns Public

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

    Python 23 3

  5. peakweather-wind-forecasting peakweather-wind-forecasting Public

    Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning" (2025)

    Python 12 3

Repositories

Showing 6 of 6 repositories
  • graph-machine-learning-group.github.io Public

    Graph Machine Learning Group website: https://gmlg.ch

    Graph-Machine-Learning-Group/graph-machine-learning-group.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Dec 11, 2025
  • peakweather-wind-forecasting Public

    Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning" (2025)

    Graph-Machine-Learning-Group/peakweather-wind-forecasting’s past year of commit activity
    Python 12 BSD-3-Clause 3 0 0 Updated Jun 17, 2025
  • taming-local-effects-stgnns Public

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

    Graph-Machine-Learning-Group/taming-local-effects-stgnns’s past year of commit activity
    Python 23 3 0 0 Updated Apr 1, 2025
  • sgp Public

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

    Graph-Machine-Learning-Group/sgp’s past year of commit activity
    Python 50 MIT 3 1 0 Updated Oct 10, 2023
  • spin Public

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

    Graph-Machine-Learning-Group/spin’s past year of commit activity
    Python 62 MIT 10 3 0 Updated May 23, 2023
  • grin Public

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

    Graph-Machine-Learning-Group/grin’s past year of commit activity
    Python 174 32 0 0 Updated Jun 22, 2022

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