Graph Machine Learning Group

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5 repositories

graph-machine-learning-group.github.io
Public
Graph Machine Learning Group website: https://gmlg.ch
HTML
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Other
•0•0•0•0•Updated Nov 14, 2024Nov 14, 2024
taming-local-effects-stgnns
Public
Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
Python
•3•17•0•0•Updated Dec 12, 2023Dec 12, 2023
sgp
Public
Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
Python
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MIT License
•3•44•1•0•Updated Oct 10, 2023Oct 10, 2023
spin
Public
Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)
imputation missing-data graph-neural-networks spatiotemporal-data-analysis time-series-imputation
Python
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MIT License
•8•48•0•0•Updated May 23, 2023May 23, 2023
grin
Public
Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
imputation graph-machine-learning spatiotemporal-data-analysis multivariate-timeseries-analysis machine-learning
Python
•30•149•0•0•Updated Jun 22, 2022Jun 22, 2022