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What is LSTM?
Long short term memory (LSTM) is a
recurrent neural network (RNN)
architecture that remembers values over arbitrary intervals. Originally
invented to encode and predict time series it has been recently successfully
used in Natural Language Processing, for encoding sequences of words, i.e.
phrases.