In order to run the model, the following two steps are required：

1. Create a named 'dataset' directory and put the downloaded data into that folder, the datasets can be obtained from https://drive.google.com/file/d/1l51QsKvQPcqILT3DwfjCgx8Dsg2rpjot/view

2. For the electricity dataset as an example, you can run the following command.All the scripts are in the /scripts directory. bash ./scripts/multivariate_forecasting/ECL/SiTransformer.sh

Note: SiTransformer is the name of the model in the codes, which is actually the SCFormer model from the paper.