LSTM model

rnn_model(input_size, hidden_size, output_size, num_layers = 2, dropout = 0.3)

Arguments

input_size

input size (nr of columns with time series drivers)

hidden_size

the size of the LSTM hidden layers in the module

output_size

the output size of the model

num_layers

number of layers in the LSTM module

dropout

dropout rate of the LSTM module

Value

a bare LSTM model, to be configured and run