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    11 repositories

    • BasicTS

      Public
      A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
      benchmarkingtime-seriestraffic-forecastinglong-time-series-forecasting
      Python
      •
      Apache License 2.0
      •99•543•4•0•Updated Oct 18, 2024Oct 18, 2024

    • STID

      Public
      Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
      baselinetraffic-forecastingmultivariate-time-series
      Python
      •
      Apache License 2.0
      •23•181•10•0•Updated Sep 10, 2024Sep 10, 2024

    • DFDGCN

      Public
      Dynamic frequency domain graph convolution for traffic prediction
      Jupyter Notebook
      •1•11•2•0•Updated Aug 19, 2024Aug 19, 2024

    • MGSFformer

      Public
      Code for our Information Fusion paper MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction
      Python
      •0•6•1•0•Updated Aug 11, 2024Aug 11, 2024

    • .github

      Public
      0•0•0•0•Updated 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
      •3•21•4•0•Updated Jul 17, 2024Jul 17, 2024

    • AdapTraj

      Public
      Python
      •0•4•0•0•Updated Jul 14, 2024Jul 14, 2024

    • Ship_Classification_Moored

      Public
      Python
      •0•7•0•0•Updated 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.
      pre-trainingtraffic-forecastingmultivariate-time-seriesgraph-neural-networks
      Python
      •
      Apache License 2.0
      •36•331•19•1•Updated 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
      •1•18•3•0•Updated Nov 2, 2023Nov 2, 2023

    • D2STGNN

      Public
      Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
      traffic-forecasting
      Python
      •16•158•3•0•Updated Oct 16, 2023Oct 16, 2023