├── LICENSE ├── README.md ├── data └── energydata_complete.csv ├── main.py ├── models.py ├── results ├── plots │ ├── Appliances Energy Prediction using AttentionLSTM.png │ ├── Appliances Energy Prediction using CNN.png │ ├── Appliances Energy Prediction using DNN.png │ ├── Appliances Energy Prediction using GRU.png │ ├── Appliances Energy Prediction using LSTM.png │ ├── Appliances Energy Prediction using RNN.png │ ├── Appliances Energy Prediction using RecursiveLSTM.png │ └── Appliances Energy Prediction.png └── weights │ ├── BEST_AttentionLSTM.pkl │ ├── BEST_CNN.pkl │ ├── BEST_DNN.pkl │ ├── BEST_GRU.pkl │ ├── BEST_LSTM.pkl │ ├── BEST_RNN.pkl │ └── BEST_RecursiveLSTM.pkl └── utils.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wtwong316/Univariate-Time-Series-Prediction-using-Deep-Learning/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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