Implementation of Electric Load Forecasting Based on LSTM(BiLSTM). Including Univariate-SingleStep forecasting, Multivariate-SingleStep forecasting and Multivariate-MultiStep forecasting.
pytorch==1.10.1+cu111
numpy==1.18.5
pandas==1.2.3
Univariate-SingleStep forecasting:
python Univariate-SingleStep-LSTM.pyMultivariate-SingleStep forecasting:
python Multivariate-SingleStep-LSTM.pyMultivariate-MultiStep forecasting:
python Multivariate-MultiStep-LSTM.py