|
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
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Read ebook online Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play CHM iBook RTF (English Edition)
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
More eBooks: Download pdf ebook for mobile Sobre la roca: Un modelo para iglesias que plantan iglesias by Justin Burkholder (English Edition) 9781462779697 MOBI CHM download pdf, Free mp3 downloads books tape Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones 9780735211292 by James Clear download pdf, Good e books free download Exam Ref 70-778 Analyzing and Visualizing Data by Using Microsoft Power BI DJVU CHM by Daniil Maslyuk (English Edition) here, Top audiobook download The Seven Husbands of Evelyn Hugo: A Novel 9781501161933 by Taylor Jenkins Reid in English read pdf, Free downloadable audio books virus free Killer on the Road FB2 RTF PDF 9780380808960 English version site,