Getting Started

1. Install requirements. pip install -r requirements.txt
2. Download data. You can download all the datasets from Autoformer. Create a seperate folder ./dataset and put all the csv files in the directory.
3. Training. The script is located in the ./scripts/ directory. Simply run the following command, and once training is complete, you can open ./result.txt to view the results:sh ./scripts/....sh

Acknowledgement

We appreciate the following github repo very much for the valuable code base and datasets:

https://github.com/yuqinie98/PatchTST

https://github.com/zhouhaoyi/Informer2020

https://github.com/thuml/Autoformer

https://github.com/ts-kim/RevIN