├── Figure ├── TimeKAN.jpg └── result.png ├── LICENSE ├── README.md ├── data_provider ├── __init__.py ├── data_factory.py ├── data_loader.py └── uea.py ├── exp ├── exp_basic.py └── exp_long_term_forecasting.py ├── layers ├── Autoformer_EncDec.py ├── ChebyKANLayer.py ├── Embed.py ├── StandardNorm.py └── __init__.py ├── models └── TimeKAN.py ├── requirements.txt ├── run.py ├── scripts ├── ETTh1 │ ├── ETTh1_192.sh │ ├── ETTh1_336.sh │ ├── ETTh1_720.sh │ └── ETTh1_96.sh ├── ETTh2 │ ├── ETTh2_192.sh │ ├── ETTh2_336.sh │ ├── ETTh2_720.sh │ └── ETTh2_96.sh ├── ETTm1 │ ├── ETTm1_192.sh │ ├── ETTm1_336.sh │ ├── ETTm1_720.sh │ └── ETTm1_96.sh ├── ETTm2 │ ├── ETTm2_192.sh │ ├── ETTm2_336.sh │ ├── ETTm2_720.sh │ └── ETTm2_96.sh ├── Electricity │ ├── Electricity_192.sh │ ├── Electricity_336.sh │ ├── Electricity_720.sh │ └── Electricity_96.sh └── Weather │ ├── weather_192.sh │ ├── weather_336.sh │ ├── weather_720.sh │ └── weather_96.sh └── utils ├── __init__.py ├── masking.py ├── metrics.py ├── 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