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

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


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

Download PDF




  • 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


Kindle e-Books collections 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:
English book download Sulwe PDB MOBI
Electronics calculations data handbook download The Fifth to Die by J. D. Barker
Descargar archivo pdf ebook AMANTES Y ENEMIGOS
Download ebook free for mobile phone Harvard Business Review Guides Ultimate Boxed Set (16 Books) PDF RTF MOBI (English literature) by Harvard Business Review, Nancy Duarte, Bryan A. Garner, Mary Shapiro, Jeff Weiss 9781633697812
Ebook for cellphone free download Rage MOBI 9780765386366 (English Edition)
Ebook magazine downloads Ninth House 9781250266453 PDF by Leigh Bardugo
Google books pdf free download Marilla of Green Gables by Sarah McCoy (English Edition)
Textbook download forum Whose Story Is This?: Old Conflicts, New Chapters