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Generative deep learning : teaching machines to paint, write, compose, and play
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Book
Generative deep learning : teaching machines to paint, write, compose, and play
Overview
\"Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. 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. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative.\"--Amazon.com.
Publisher
O'Reilly Media, Inc.
Subject
ISBN
9781492041948, 1492041947
