Kindle books direct download Generative Deep

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

Kindle books direct download Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play in English

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:
Descarga gratuita de libros compartidos. MALDITA FISICA (Spanish Edition) 9788491079408 de CARLO FRABETTI
E-libros gratis para descargar para kindle CAMBRIDGE ENGLISH EMPOWER FOR SPANISH SPEAKERS A2 STUDENT S BOOK WITH ONLINE ASSESSMENT AND PRACTICE AND WORKBOOK de 9788490360200
Kindle book not downloading to ipad Scientific Writing and Communication: Papers, Proposals, and Presentations / Edition 4 9780190063283 (English Edition) RTF PDF by Angelika H. Hofmann
Descargar ebooks en pdf gratis. Elementals: Scorch Dragons DJVU in Spanish de Amie Kaufman
Descarga gratuita de libros italianos The World Ends in April (Spanish Edition) 9781524767617 de Stacy McAnulty