To run the code, follow the steps below:

1. Install the required packages:

```
python version: 3.10.14
pip install -r requirements.txt
```

2. Download the dataset:

The dataset can be downloaded from the links in our paper.

3. Run the code:

```
python main.py --name ETTh1 --config_file Config/ETTh1.yaml --gpu 0 --train
python main.py --name ETTh1 --config_file Config/ETTh1.yaml --gpu 0 --sample 0
```

4. Evaluate the performance:

Run the code:
```
python Utils/performance_eval.py --name ETTh1 --seq_len 24
```

The performance evaluation script will generate the evaluation results and save them in the `OUTPUT\{dataset_name}` folder.