Rnn, Time Series With Rnns, Python Darts, Deep Dives, Hands On Tutorials.
whereas the LSTM’s formulation keeps the gradients steep enough so that the search does not get stuck in a dead-end. The vanishing gradient problem can surface if the model has to deal with long time series extending over hundreds of periods. Each period will have to be reflected by a network