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# This file is a rewriting of the tensorflow tutorial in https://medium.com/@erikhallstrm/hello-world-rnn-83cd7105b767
# The objective is to train a RNN with LSTM for an objective function that is "entry function shifted three times".
# LSTM allows for longer time dependencies.
#MODEL PARAMETERS
num_epochs <- 100
total_series_length <- 75000