339-samformer-unlocking-the-potential-of-transformers-in-time-series-forecasting-with-sharpness-awa

https://github.com/szu-advtech-2024/339-samformer-unlocking-the-potential-of-transformers-in-time-series-forecasting-with-sharpness-awa

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Metadata Files
Citation

https://github.com/SZU-AdvTech-2024/339-SAMformer-Unlocking-the-Potential-of-Transformers-in-Time-Series-Forecasting-with-Sharpness-Awa/blob/main/

## SAMformer (ICML'24 Oral)

## 
 SAMformer

```bash
git clone https://github.com/romilbert/samformer.git
cd SAMformer
pip install -r requirements.txt
```

 Python 3.8 

## 
SAMformer 
- `models/`:  SAMformer 
- `utils/`: 
- `dataset/` .csv  ETTh1 https://drive.google.com/drive/folders/1ZOYpTUa82_jCcxIdTmyr0LXQfvaM9vIy(ETTh1ETTh2ETTm1ETTm2electricityweathertrafficexchange_rate)

## run_script.sh
sh run_script.sh -m [model_name] -d [dataset_name] -s [sequence_length] -u -a

## 
-  `m`
-  `d`
-  `s` 512
-  `u` SAM
-  `a`

## Example
```bash
bash run_script.sh -m transformer -d ETTh1 -u -a
```

Owner

  • Name: SZU-AdvTech-2024
  • Login: SZU-AdvTech-2024
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