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1. Awesome-Spatio-Temporal-Foundation-Models Awesome-Spatio-Temporal-Foundation-Models Public

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

   152 1

2. PatchSTG PatchSTG Public

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

   Python 78 11

3. TFMAE TFMAE Public

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

   Python 30 3

4. STWave STWave Public

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

   Python 107 11

5. GestaltCogTeam/BasicTS GestaltCogTeam/BasicTS Public

   A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

   Python 1.6k 198

6. STGNN STGNN Public

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

   Python 157 21