Название: Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play First Edition
Автор: David Foster
Издательство: O'Reilly Media
Год: 2019
Название: Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play First Edition
Автор: David Foster
Издательство: O'Reilly Media
Год: 2019
Формат: epub, true pdf
Страниц: 300
Размер: 39.2 Mb, 24.9 Mb
Язык: English
Generative modeling is one of the hottest topics in artificial intelligence. Recent advances in the field have shown how it’s possible to teach a machine to excel at human endeavors—such as drawing, composing music, and completing tasks—by generating an understanding of how its actions affect its environment.
With this practical book, machine learning engineers and data scientists will learn how to recreate some of the most famous examples of generative deep learning models, such as variational autoencoders and generative adversarial networks (GANs). You’ll also learn how to apply the techniques to your own datasets.