The current chapter will introduce Recurrent Neural Networks used for the modeling of sequential datasets. In this chapter, we will cover:
- Setting up a basic Recurrent Neural Network
- Setting up a bidirectional RNN model
- Setting up a deep RNN model
- Setting up a Long short-term memory based sequence model