Generative deep learning : Teaching machines to paint, write, compose, and play
Foster, David
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.
978-93-5213-871-5
Machine learning. Artificial intelligence. Neural networks (Computer science) Generative programming (Computer science)
006.31 / FOS-G
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.
978-93-5213-871-5
Machine learning. Artificial intelligence. Neural networks (Computer science) Generative programming (Computer science)
006.31 / FOS-G