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""" | |
When using Keras' LSTM with a batch of samples for the first | |
time, the wiring of the states between elements in one sequence, | |
and between sequences in one batch, is not a obvious thing. | |
This document attempts to clarify this. | |
Assumes that keras.recurrent.LSTM's stateful parameter is set | |
to False. |