Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play by David Foster

Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
David Foster
Page: 322
Format: pdf, ePub, mobi, fb2
ISBN: 9781492041948
Publisher: O'Reilly Media, Incorporated
Download eBook

Free downloadable audio books for ipad Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play by David Foster English version ePub RTF

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. David Foster, cofounder of Applied Data Science, demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to the most cutting-edge algorithms in the field. Through tips and tricks, you’ll learn how to make your models learn more efficiently and become more creative. Get a fundamental overview of generative modeling Learn how to use the Keras and TensorFlow libraries for deep learning Discover how variational autoencoders (VAEs) work Get practical examples of generative adversarial networks (GANs) Understand how to build generative models that learn how to paint, write, and compose Apply generative models within a reinforcement learning setting to accomplish tasks

Computer vision - LoveReading UK
        Part I: computer vision and pattern recognition; machine learning and Generative Deep Learning Teaching Machines to Paint, Write, Compose and Play.
        Generative Adversarial Networks Cookbook: Over 100 recipes to
        Generative Adversarial Networks Cookbook: Over 100 recipes to build Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play.
        天瓏網路書店-Generative Deep Learning: Teaching Machines to
        書名：Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play，ISBN：1492041947，作者：Foster, David，出版社：O'Reilly Media，出版 
        GANs in Action: Deep learning with Generative  - Amazon.com
        GANs in Action: Deep learning with Generative Adversarial Networks. +. Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play.
        David S. Foster - Computers & Technology: Books - Amazon.ca
        Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play. by David Foster | Jul 13 2019. Paperback · CDN$ 93.99CDN$93.99.
        Generative Deep Learning: Teaching Machines to Paint, Write
        Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play: Amazon.es: David Foster: Libros en idiomas extranjeros.
        Computer Vision & Pattern Recognition: Books - Amazon.com
        Supervised Learning with Quantum Computers (Quantum Science and . Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play.

Items