Long-Short-Term Memory (LSTM) Explained
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LSTMs Explained: A Complete, Technically Accurate, Conceptual Guide with Keras
First off, LSTMs are a special kind of RNN (Recurrent Neural Network). In fact, LSTMs are one of the about 2 kinds (at present) of practical, usable RNNs — LSTMs and Gated Recurrent Units (GRUs). What’s a “regular” RNN, then, you might ask?