├── LICENSE.txt ├── README.md ├── data_provider ├── __init__.py ├── data_factory.py ├── data_loader.py ├── m4.py └── uea.py ├── exp ├── __init__.py ├── exp_anomaly_detection.py ├── exp_basic.py ├── exp_classification.py ├── exp_imputation.py ├── exp_long_term_forecasting.py └── exp_short_term_forecasting.py ├── layers ├── AutoCorrelation.py ├── Autoformer_EncDec.py ├── Conv_Blocks.py ├── Crossformer_EncDec.py ├── ETSformer_EncDec.py ├── Embed.py ├── FourierCorrelation.py ├── Invertible.py ├── LiftingScheme.py ├── LiftingSchemeLinear.py ├── MultiWaveletCorrelation.py ├── Pyraformer_EncDec.py ├── SelfAttention_Family.py ├── Transformer_EncDec.py └── __init__.py ├── models ├── AdaWaveNet.py ├── Autoformer.py ├── Crossformer.py ├── DLinear.py ├── ETSformer.py ├── FEDformer.py ├── FiLM.py ├── FreTS.py ├── Informer.py ├── Koopa.py ├── LightTS.py ├── MICN.py ├── Nonstationary_Transformer.py ├── PatchTST.py ├── Pyraformer.py ├── Reformer.py ├── TiDE.py ├── TimesNet.py ├── Transformer.py ├── __init__.py └── iTransformer.py ├── requirements.txt ├── run.py ├── scripts └── long_term_forecast │ ├── ECL_script │ └── AdaWaveNet.sh │ ├── ETT_script │ ├── AdaWaveNet_ETTh1.sh │ └── AdaWaveNet_ETTm1.sh │ ├── Exchange_script │ └── AdaWaveNet.sh │ ├── ILI_script │ └── AdaWaveNet.sh │ ├── Solar │ └── AdaWaveNet.sh │ ├── Traffic_script │ └── AdaWaveNet.sh │ └── Weather_script │ └── AdaWaveNet.sh └── utils ├── __init__.py ├── losses.py ├── m4_summary.py ├── masking.py ├── metrics.py ├── print_args.py ├── timefeatures.py └── tools.py /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/comp-well-org/AdaWaveNet/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/comp-well-org/AdaWaveNet/HEAD/README.md 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