Graph Machine Learning Group

All

6 repositories

graph-machine-learning-group.github.io
Public
Graph Machine Learning Group website: https://gmlg.ch
HTML
•
Other
•0•0•0•0•Updated Feb 17, 2026Feb 17, 2026
peakweather-forecasting
Public
Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Lea…
Python
•
BSD 3-Clause "New" or "Revised" License
•3•12•0•0•Updated Feb 5, 2026Feb 5, 2026
taming-local-effects-stgnns
Public
Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
Python
•3•24•0•0•Updated Apr 1, 2025Apr 1, 2025
sgp
Public
Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
Python
•
MIT License
•3•50•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
imputation missing-data graph-neural-networks spatiotemporal-data-analysis time-series-imputation
Python
•
MIT License
•10•61•3•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)
machine-learning imputation graph-machine-learning
machine-learning imputation graph-machine-learning spatiotemporal-data-analysis multivariate-timeseries-analysis
Python
•32•177•0•0•Updated Jun 22, 2022Jun 22, 2022