The datasets are available at the following links:
Dataset | Link |
---|---|
ETTh1 & ETTm1 | https://github.com/zhouhaoyi/ETDataset |
Electricity | https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014 |
Weather | https://drive.google.com/drive/folders/1ohGYWWohJlOlb2gsGTeEq3Wii2egnEPR |
Traffic | http://pems.dot.ca.gov/ |
To extract the statitics of the models, move to their root directory and run the following command:
python3 exctract_csv.py --directory forecasting/B<batch_size>_E<repr_dim>/ [--type raw]