{epub download} Generative Deep Learning:

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

Google free ebooks download nook Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play by David Foster 9781492041948 DJVU

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:
A Dawn of Onyx by Kate Golden on Audiobook New
Read [Pdf]> Per My Last Email by Juliana Smith
{pdf download} Higehiro Volume 10 by Shimesaba, Imaru Adachi
RASTROS DE SANGRE 15 SHUZO OSHIMI ePub gratis
33 EZKIL (ZUBIKARAI SARIA 2015) EBOOK | MIREN GORROTXATEGI AZKUNE | Descargar libro PDF EPUB
151 CUCHILLADAS leer el libro
[Descargar pdf] MEMORIAS DUN NENO LABREGO
EL TERCER LAGO (SERIE INSPECTORA ROLDÁN 2) EBOOK | MARTA HUELVES | Descargar libro PDF EPUB
[PDF] INVICTUS (LIBRO XV DE QUINTO LICINIO CATO) descargar gratis