A Brief Introduction to Recurrent Neural Networks

An introduction to RNN, LSTM, and GRU and their implementation

RNN, LSTM, and GRU cells.

If you want to make predictions on sequential or time series data (e.g., text, audio, etc.) traditional neural networks are a bad choice. But why?

In time series data, the current observation depends on previous observations, and thus observations are…