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1. PatchSTG PatchSTG Public

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

   Python 16 2

2. STWave STWave Public

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

   Python 76 7

3. TFMAE TFMAE Public

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

   Python 15

4. GestaltCogTeam/BasicTS GestaltCogTeam/BasicTS Public

   A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

   Python 772 120

5. STGNN STGNN Public

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

   Python 123 18

6. ST-GRAT ST-GRAT Public

   The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed

   Python 41 9