Household-electricity-forecast

LSTM/CNN/XGBOOST/fbplohet

Household active power consumption prediction using different methods

Dataset you could download it from https://archive.ics.uci.edu/ml/datasets/individual+household+electric+power+consumption The parameter chosing for CNN layer and lstm layer stack is not the optimal choice. Among different methods, using sliding window in hourly dataset has a comparably good result