├── README.md ├── dataset ├── AEP_hourly.csv ├── COMED_hourly.csv ├── DAYTON_hourly.csv ├── DEOK_hourly.csv ├── DOM_hourly.csv ├── DUQ_hourly.csv ├── EKPC_hourly.csv ├── FE_hourly.csv ├── NI_hourly.csv ├── PJME_hourly.csv ├── PJMW_hourly.csv └── PJM_Load_hourly.csv ├── images └── 1.png └── lstm-kan-for-energy-consumption-prediction.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/README.md -------------------------------------------------------------------------------- /dataset/AEP_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/AEP_hourly.csv -------------------------------------------------------------------------------- /dataset/COMED_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/COMED_hourly.csv -------------------------------------------------------------------------------- /dataset/DAYTON_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/DAYTON_hourly.csv -------------------------------------------------------------------------------- /dataset/DEOK_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/DEOK_hourly.csv -------------------------------------------------------------------------------- /dataset/DOM_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/DOM_hourly.csv -------------------------------------------------------------------------------- /dataset/DUQ_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/DUQ_hourly.csv -------------------------------------------------------------------------------- /dataset/EKPC_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/EKPC_hourly.csv -------------------------------------------------------------------------------- /dataset/FE_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/FE_hourly.csv -------------------------------------------------------------------------------- /dataset/NI_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/NI_hourly.csv -------------------------------------------------------------------------------- /dataset/PJME_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/PJME_hourly.csv -------------------------------------------------------------------------------- /dataset/PJMW_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/PJMW_hourly.csv -------------------------------------------------------------------------------- /dataset/PJM_Load_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/dataset/PJM_Load_hourly.csv -------------------------------------------------------------------------------- /images/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/images/1.png -------------------------------------------------------------------------------- /lstm-kan-for-energy-consumption-prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wayan123/LSTM-KAN-for-Time-Series/HEAD/lstm-kan-for-energy-consumption-prediction.ipynb --------------------------------------------------------------------------------