Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play. David Foster

Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

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

Rapidshare download free books 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:
QUERCUS: EN LA RAYA DEL INFINITO leer el libro
[PDF/Kindle] The Anxious Perfectionist: How to Manage Perfectionism-Driven Anxiety Using Acceptance and Commitment Therapy by
{pdf descargar} DIOSES DE NEON (NEON GODS - DARK OLYMPUS 1)
Download Pdf The Star Wars Archives. 1999-2005 by Paul Duncan, TASCHEN
PDF EPUB Download If Wishes Were Obfuscation Codes and Other Stories by Malon Edwards, Malon Edwards Full Book
[Pdf/ePub] The Terraformers by Annalee Newitz, Annalee Newitz download ebook