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    16 repositories

    • BasicTS

      Public
      A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
      benchmarkingtime-seriestraffic-forecastinglong-time-series-forecasting
      Python
      •
      Apache License 2.0
      •174•1.4k•10•2•Updated Aug 29, 2025Aug 29, 2025

    • BLAST

      Public
      Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•20•2•0•Updated May 26, 2025May 26, 2025

    • GraphMTT

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated May 15, 2025May 15, 2025

    • CCTrajRec

      Public
      Python
      •0•0•0•0•Updated May 15, 2025May 15, 2025

    • GinAR

      Public
      Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
      Python
      •8•93•5•0•Updated Mar 12, 2025Mar 12, 2025

    • MVTraj

      Public
      Python
      •0•0•0•0•Updated Mar 10, 2025Mar 10, 2025

    • SMARTraj

      Public
      Python
      •0•2•0•0•Updated Mar 10, 2025Mar 10, 2025

    • 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
      •28•284•12•0•Updated Mar 6, 2025Mar 6, 2025

    • DFDGCN

      Public
      Dynamic frequency domain graph convolution for traffic prediction
      Jupyter Notebook
      •3•67•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
      •2•66•2•0•Updated Aug 11, 2024Aug 11, 2024

    • .github

      Public
      0•9•0•0•Updated Jul 24, 2024Jul 24, 2024

    • AdapTraj

      Public
      Python
      •0•61•0•0•Updated Jul 14, 2024Jul 14, 2024

    • Ship_Classification_Moored

      Public
      Python
      •0•61•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
      •45•421•21•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
      •5•80•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
      •24•256•3•0•Updated Oct 16, 2023Oct 16, 2023