├── ETSformer ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-38.pyc │ ├── decoder.cpython-38.pyc │ ├── encoder.cpython-36.pyc │ ├── encoder.cpython-38.pyc │ ├── exponential_smoothing.cpython-36.pyc │ ├── exponential_smoothing.cpython-38.pyc │ ├── model.cpython-36.pyc │ ├── model.cpython-38.pyc │ ├── modules.cpython-36.pyc │ └── modules.cpython-38.pyc ├── decoder.py ├── encoder.py ├── exponential_smoothing.py ├── model.py └── modules.py ├── FEDformer ├── AutoCorrelation.py ├── Autoformer.py ├── Autoformer_EncDec.py ├── FEDformer.py ├── FourierCorrelation.py ├── MultiWaveletCorrelation.py ├── __pycache__ │ ├── AutoCorrelation.cpython-36.pyc │ ├── AutoCorrelation.cpython-38.pyc │ ├── Autoformer.cpython-38.pyc │ ├── Autoformer_EncDec.cpython-36.pyc │ ├── Autoformer_EncDec.cpython-38.pyc │ ├── Embed.cpython-36.pyc │ ├── FEDformer.cpython-36.pyc │ ├── FEDformer.cpython-38.pyc │ ├── FourierCorrelation.cpython-36.pyc │ ├── FourierCorrelation.cpython-38.pyc │ ├── MultiWaveletCorrelation.cpython-36.pyc │ ├── MultiWaveletCorrelation.cpython-38.pyc │ ├── SelfAttention_Family.cpython-36.pyc │ ├── model.cpython-36.pyc │ ├── utils.cpython-36.pyc │ └── utils.cpython-38.pyc └── utils.py ├── GBT ├── Auto_Regression.py ├── ConvBlock.py ├── GBT.py ├── __init__.py └── __pycache__ │ ├── Auto_Regression.cpython-36.pyc │ ├── Auto_Regression.cpython-38.pyc │ ├── ConvBlock.cpython-36.pyc │ ├── ConvBlock.cpython-38.pyc │ ├── GBT.cpython-36.pyc │ ├── GBT.cpython-38.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-38.pyc │ ├── attn.cpython-36.pyc │ ├── decoder.cpython-36.pyc │ └── encoder.cpython-36.pyc ├── LICENSE ├── NBEATS ├── __pycache__ │ ├── nbeats.cpython-36.pyc │ └── nbeats.cpython-38.pyc └── nbeats.py ├── NHiTS ├── __pycache__ │ ├── nhits.cpython-36.pyc │ ├── nhits.cpython-38.pyc │ └── nhits1.cpython-36.pyc └── nhits.py ├── README.md ├── SCINet ├── SCINet.py └── __pycache__ │ ├── SCINet.cpython-36.pyc │ └── SCINet.cpython-38.pyc ├── Self_Regression ├── __pycache__ │ ├── attn.cpython-36.pyc │ ├── attn.cpython-38.pyc │ ├── decoder.cpython-36.pyc │ ├── decoder.cpython-38.pyc │ ├── embed.cpython-36.pyc │ └── embed.cpython-38.pyc ├── attn.py ├── decoder.py └── embed.py ├── data ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-38.pyc │ ├── data_loader.cpython-36.pyc │ └── data_loader.cpython-38.pyc └── data_loader.py ├── exp ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-38.pyc │ ├── exp_basic.cpython-36.pyc │ ├── exp_basic.cpython-38.pyc │ ├── exp_model.cpython-36.pyc │ └── exp_model.cpython-38.pyc ├── exp_basic.py └── exp_model.py ├── img ├── Multivariate.png └── Univariate.png ├── main.py ├── requirements.txt ├── scripts ├── GBT_ECL.sh ├── GBT_ETT.sh ├── GBT_Exchange.sh ├── GBT_ILI.sh ├── GBT_Traffic.sh ├── GBT_WTH.sh └── GBT_weather.sh └── utils ├── RevIN.py ├── __init__.py ├── __pycache__ ├── RevIN.cpython-38.pyc ├── __init__.cpython-36.pyc ├── __init__.cpython-38.pyc ├── masking.cpython-36.pyc ├── masking.cpython-38.pyc ├── metrics.cpython-36.pyc ├── metrics.cpython-38.pyc ├── timefeatures.cpython-36.pyc ├── timefeatures.cpython-38.pyc ├── tools.cpython-36.pyc └── tools.cpython-38.pyc ├── masking.py ├── metrics.py ├── timefeatures.py └── tools.py /ETSformer/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /ETSformer/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/OrigamiSL/GBT/HEAD/ETSformer/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /ETSformer/__pycache__/__init__.cpython-38.pyc: -------------------------------------------------------------------------------- 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