Sequence Models Programming Assignments Course 5: Sequence Models Objectives:
Understand how to build and train Recurrent Neural Networks (RNNs), and commonly-used variants such as GRUs and LSTMs. Be able to apply sequence models to natural language problems, including text synthesis. Be able to apply sequence models to audio applications, including speech recognition and music synthesis. Code:
Week 1 - Building a Recurrent Neural Network - Step by Step - v3 Week 1 - Dinosaur Island - Character-Level Language Modeling Week 1 - Improvise a Jazz Solo with an LSTM Network