Install the dependencies:
pip install -r requirements.txt
Using pre-processed datasets provided in Autoformer.
mkdir dataset
cd dataset
# Download zip file from [Google Drive](https://drive.google.com/corp/drive/folders/1ZOYpTUa82_jCcxIdTmyr0LXQfvaM9vIy) and put it under dataset/
unzip all_six_datasets.zip
mv all_six_datasets/*/*.csv ./
Use run_tuned_hparam.sh
to reproduce results of 96 prediction length.
sh run_tuned_hparam.sh ETTm2
sh run_tuned_hparam.sh weather
sh run_tuned_hparam.sh electricity
sh run_tuned_hparam.sh traffic
We appreciate the following github repos for their valuable code base or datasets: