Rnn, Time Series With Rnns, Python Darts, Deep Dives, Hands On Tutorials.
RNNs were forgetful. They could retain a memory, but only about the process steps in their immediate past. The LSTM, by contrast, introduces loops that can generate long-duration gradients. It can hold on to long-term patterns it discovers while going through its loops. At each time step, it can