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Автор: David Foster
Издательство: O'Reilly Media
ISBN: 1492041947
Год: 2019
Страниц: 55
Язык: английский
Формат: pdf, djvu (Early Release)
Размер: 10.1 MB
Generative modeling is one of the hottest topics in artificial intelligence (AI). 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.