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 Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Download italian audio books free Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play 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
Download more ebooks: Free audio books mp3 downloads OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide: Exam 1Z0-815 site, Téléchargements ibooks gratuits Cas de coaching commentés 9782212072136 here, Download free account book Kid Activists: True Tales of Childhood from Champions of Change (English literature) read book, Ebook fr download Poilane: The Secrets of the World-Famous Bread Bakery by Apollonia Poilane, Philippe Santamaria in English 9781328810786 pdf, Epub free download ebooks Normal People: A Novel 9781984822178 by Sally Rooney PDF DJVU iBook here, Amazon ebooks à téléchargement gratuit pour kindle De grace especial - Crime, Etat et société en France à la fin du Moyen-Age, 2 volumes in French link,
0コメント