TY  - BOOK
AU  - Foster, David
AU  - Demarest, Rebecca
TI  - Generative deep learning:  Teaching machines to paint, write, compose, and play
SN  - 978-93-5213-871-5
U1  - 006.31 
PY  - 2019///
CY  - Mumbai
PB  - O'Reilly: Shroff Publishers and Distributors
KW  -      Machine learning.     Artificial intelligence.     Neural networks (Computer science)     Generative programming (Computer science)
N1  - 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
N2  - 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.
ER  -