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    • BasicTS

      Public
      A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
      Python
      Apache License 2.0
      118764141Updated Dec 11, 2024Dec 11, 2024
    • STID

      Public
      Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
      Python
      Apache License 2.0
      23199110Updated Sep 10, 2024Sep 10, 2024
    • DFDGCN

      Public
      Dynamic frequency domain graph convolution for traffic prediction
      Jupyter Notebook
      11320Updated Aug 19, 2024Aug 19, 2024
    • Code for our Information Fusion paper MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction
      Python
      0810Updated Aug 11, 2024Aug 11, 2024
    • .github

      Public
      0000Updated Jul 24, 2024Jul 24, 2024
    • GinAR

      Public
      Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
      Python
      42450Updated Jul 17, 2024Jul 17, 2024
    • AdapTraj

      Public
      Python
      0400Updated Jul 14, 2024Jul 14, 2024
    • Python
      0700Updated Jan 30, 2024Jan 30, 2024
    • STEP

      Public
      Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
      Python
      Apache License 2.0
      38345201Updated Dec 10, 2023Dec 10, 2023
    • DSformer

      Public
      Code for our CIKM'23 paper DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
      Python
      11930Updated Nov 2, 2023Nov 2, 2023
    • D2STGNN

      Public
      Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
      Python
      1717130Updated Oct 16, 2023Oct 16, 2023