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    • CycleNet

      Public
      [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
      Jupyter Notebook
      Apache License 2.0
      55010Updated Oct 21, 2024Oct 21, 2024
    • Apache License 2.0
      0000Updated Oct 17, 2024Oct 17, 2024
    • SparseTSF

      Public
      [ICML 2024 Oral] "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
      Apache License 2.0
      0300Updated Oct 17, 2024Oct 17, 2024
    • SegRNN

      Public
      SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting. This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
      Apache License 2.0
      0000Updated Oct 17, 2024Oct 17, 2024
    • TsGAN

      Public
      [JPDC] A GAN-based method for time-dependent cloud workload generation
      0000Updated Sep 2, 2024Sep 2, 2024
    • [Information Sciences] "Multi-Resource Scheduling and Power Simulation for Cloud Computing."
      0000Updated Sep 2, 2024Sep 2, 2024
    • Cocv

      Public
      [IoT 2024] The official implementation of "Cocv: A compression algorithm for time-series data with continuous constant values in IoT-based monitoring systems". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
      Python
      Apache License 2.0
      0300Updated Jul 4, 2024Jul 4, 2024