339-samformer-unlocking-the-potential-of-transformers-in-time-series-forecasting-with-sharpness-awa
Science Score: 13.0%
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○Scientific vocabulary similarity
Low similarity (2.8%) to scientific vocabulary
Last synced: 10 months ago
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- Host: GitHub
- Owner: SZU-AdvTech-2024
- Default Branch: main
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Created over 1 year ago
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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
- Kind: organization
- Repositories: 1
- Profile: https://github.com/SZU-AdvTech-2024
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