Download PDF Generative Deep Learning: Teaching

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 eBook

Ebooks epub download rapidshare 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: DOWNLOADS Mexico: A Tapestry of History read pdf, [PDF/Kindle] LOS DESAGRADABLES descargar gratis read pdf, [PDF] El niño, el topo, el zorro y el caballo / The Boy, the Mole, the Fox and the Horse by Charlie Mackesy download pdf, Descargar ebook LA VERDAD SOBRE FACEBOOK | Descarga Libros Gratis (PDF - EPUB) download pdf, [download pdf] Réussir le CAPES (et/ou l'agrégation) d'Histoire-Géographie pdf, [PDF/Kindle] BIOGRAFIA DEL SILENCIO - ILUSTRADO descargar gratis pdf, {pdf descargar} BLANCO EBOOK (edición en portugués) download link, {pdf download} L'Epicerie du monde. - La mondialisation par l'alimentation du XVIIIe siècle à nos jours read book,