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1. Awesome-Spatio-Temporal-Foundation-ModelsAwesome-Spatio-Temporal-Foundation-ModelsPublic

   A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, survey, etc.).

   167 1

2. PatchSTGPatchSTGPublic

   [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective

   Python 84 11

3. TFMAETFMAEPublic

   [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection

   Python 41 2

4. STWaveSTWavePublic

   [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

   Python 120 11

5. GestaltCogTeam/BasicTSGestaltCogTeam/BasicTSPublic

   A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

   Python 1.8k 215

6. STGNNSTGNNPublic

   The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network

   Python 171 26