DARF

Here is the code for the paper DARF.

Requirements

• Python 3.6
• See requirements.txt

Data Preparation

• Electricity: https://paperswithcode.com/dataset/electricity
• ETTh2: https://github.com/zhouhaoyi/ETDataset
• Traffic: https://zenodo.org/record/4656132#.Y3ttxezMIeY

Running

python3 run.py

Citing

If you find this resource helpful, please consider to cite our research:

@article{cheng2024darf,
  title         = {Weakly Guided Adaptation for Robust Time Series Forecasting},
  author        = {Yunyao Cheng and Peng Chen and Chenjuan Guo and Kai Zhao and Qingsong Wen and Bin Yang and Christian S. Jensen},
  journal       = {Proc. {VLDB} Endow.},
  year          = {2024}
}