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

Free accounts book download Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play


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




Free accounts book download 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



Download more ebooks: Download pdf book Korean Stories For Language Learners: Traditional Folktales in Korean and English (Free Audio CD Included) 9780804850032 by Julie Damron, EunSun You PDB iBook (English Edition) here, Free full audio books download Ju 88 Aces of World War 2 English version CHM FB2 pdf, Free english books download audio Pequena here, Free ebook downloads for mp3 players La vida en 5 minutos: Enseñanzas para vivir mejor pdf, Download ebook format exe Tomb of Ancients 9780062498731 PDB DJVU CHM here, Books for download free pdf Once Upon a River: A Novel link, Scribd books free download Hacking Darwin: Genetic Engineering and the Future of Humanity FB2 site,