/electricity-consumption-neural

Predicting Electricity Consumption with LSTM Neural Networks

Primary LanguageJupyter Notebook

LSTM types

No Structure optimizer error
lstm Dense(1) *1 adam 0.0785
model1 Dense(1) *1 sgd 0.0866
model2 Dense(1) *2 sgd 0.0830
model3 Dense(1) *2 adagrad 0.1207
model4 Dense(1) *1 rmsprop 0.0844

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