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

Download free ebooks scribd Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play PDB ePub iBook by David Foster


Download Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play PDF

  • 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




Download free ebooks scribd Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play PDB ePub iBook by David Foster

Overview

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



Pdf downloads: German audio books to download Garras del paraiso / Claws from Paradise download pdf, Pdf free download ebooks Final Fantasy VII: On the Way to a Smile by Kazushige Nojima site, Free book in pdf format download God of War - The Official Novelization download pdf, Ebooks for men free download Arifureta: From Commonplace to World's Strongest Light Novel Vol. 7 here, Descarga gratuita de Jungle book 2 LEGADO EN LOS HUESOS 9788423347452 link, Free ebook download pdf Greetings from Bury Park English version site, Public domain ebooks download The Complete Idiot's Guide to Chess, 3rd Edition by Patrick Wolff 9781592573165 read pdf, Easy french books download Falling Toward the Moon read pdf, Download textbooks online for free pdf 5G NR: The Next Generation Wireless Access Technology iBook 9780128143230 by Erik Dahlman, Stefan Parkvall, Johan Skold link,