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Usage

  1. Dataset can be obtained from National Tibetan Plateau Data Center or dataset/dataset.csv.

  2. Install Python 3.8. For convenience, execute the following command.

    pip install -r requirements.txt
    
  3. Install pytorch_wavelets.

    git clone https://github.com/fbcotter/pytorch_wavelets
    
    cd pytorch_wavelets
    
    pip install .
    
  4. Train and evaluate model. We provide the experiment scripts under the folder scripts/. You can reproduce the experiment results as the following examples:

    bash scripts/NSAF.sh
    

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