Generative deep learning : Teaching machines to paint, write, compose, and play
DAVID FOSTER
- 1 Ed.
- Mumbai: O'Reilly: Shroff Publishers and Distributors, c.2019.
- xv+308p.
Part 1. Introduction to generative deep learning. Generative modeling -- Deep learning -- Variational autoencoders -- Generative adversarial networks -- Part 2. Teaching machines to paint, write, compose, and play. Paint -- Write -- Compose -- Play -- The future of generative modeling -- Conclusion.
With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models.