├── .gitignore ├── README.md ├── data_provider ├── __init__.py ├── data_factory.py └── data_loader.py ├── exp ├── exp_basic.py └── exp_main.py ├── figs ├── framework.png └── multi-scale transformer.png ├── layers ├── AMS.py ├── Embedding.py ├── Layer.py └── RevIN.py ├── models └── PathFormer.py ├── requirements.txt ├── run.py ├── scripts └── multivariate │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── electricity.sh │ ├── traffic.sh │ └── weather.sh └── utils ├── Other.py ├── decomposition.py ├── masking.py ├── metrics.py ├── timefeatures.py └── tools.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/decisionintelligence/pathformer/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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