├── LICENSE ├── README.md ├── dataset └── kaggle_data_1h.csv ├── lstm ├── lstm.py └── performance.py ├── results ├── lstm │ └── pred_3h.png └── seq2seq │ ├── pred1.png │ ├── pred2.png │ ├── pred3.png │ ├── pred4.png │ └── pred5.png └── seq2seq ├── performance.py └── seq2seq.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/README.md -------------------------------------------------------------------------------- /dataset/kaggle_data_1h.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/dataset/kaggle_data_1h.csv -------------------------------------------------------------------------------- /lstm/lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/lstm/lstm.py -------------------------------------------------------------------------------- /lstm/performance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/lstm/performance.py -------------------------------------------------------------------------------- /results/lstm/pred_3h.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/results/lstm/pred_3h.png -------------------------------------------------------------------------------- /results/seq2seq/pred1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/results/seq2seq/pred1.png -------------------------------------------------------------------------------- /results/seq2seq/pred2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/results/seq2seq/pred2.png -------------------------------------------------------------------------------- /results/seq2seq/pred3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/results/seq2seq/pred3.png -------------------------------------------------------------------------------- /results/seq2seq/pred4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/results/seq2seq/pred4.png -------------------------------------------------------------------------------- /results/seq2seq/pred5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/results/seq2seq/pred5.png -------------------------------------------------------------------------------- /seq2seq/performance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/seq2seq/performance.py -------------------------------------------------------------------------------- /seq2seq/seq2seq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Housiadas/forecasting-energy-consumption-LSTM/HEAD/seq2seq/seq2seq.py --------------------------------------------------------------------------------