README.md

May 21, 2026 · View on GitHub

Usage

Prepare Environment. Please run the command below to install packages.
```
pip install -r requirements.txt
```
Prepare Data. You can obtain the well pre-processed datasets from Time-Series-Library [Google Drive] and DUET (Google Drive or Baidu Drive), Then place the downloaded data in the folder./dataset.
Train the model. You can reproduce the experiment results as the following example.
```
bash ./scripts/ETTh1.sh
```

Acknowledgements

We appreciate the following resources a lot for their valuable code and datasets:

Time-Series-Library (https://github.com/thuml/Time-Series-Library)
DUET (https://github.com/decisionintelligence/DUET)
Pathformer (https://github.com/decisionintelligence/pathformer)
TOTEM (https://github.com/SaberaTalukder/TOTEM)