Download epub books from google Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

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

Generative-Deep-Learning.pdf
ISBN: 9781492041948 | 322 pages | 9 Mb

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

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

Download epub books from google Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

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

Links:
French audio book download free Principles of Moral Philosophy: Classic and Contemporary Approaches (English literature)
Downloading audiobooks to ipod Gravity Falls: Journal 3 Special Edition by Alex Hirsch, Rob Renzetti, Disney Book Group (Illustrator), Andy Gonsalves (Illustrator), Stephanie Ramirez (Illustrator) (English Edition)
Free ebook download in txt format Celtic Empire MOBI RTF (English literature) by Clive Cussler, Dirk Cussler 9780735218994
Downloading free books onto kindle The Adventure Zone: Here There Be Gerblins MOBI PDF DJVU English version
English books free downloads Final Fantasy Ultimania Archive Volume 2 MOBI (English Edition)
Free download textbooks pdf format As Long as Grass Grows: The Indigenous Fight for Environmental Justice, from Colonization to Standing Rock by Dina Gilio-Whitaker in English
Free book listening downloads Belonging: A German Reckons with History and Home iBook PDB PDF 9781476796628 by Nora Krug (English Edition)
Free download ebooks for android Exam Ref AZ-103 Microsoft Azure Administrator (English literature)