Ebook pdf file download Generative Deep

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

Generative-Deep-Learning-Teaching.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

Ebook pdf file download 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

Pdf downloads:
Best book download pdf seller CompTIA CySA+ Cybersecurity Analyst Certification Practice Exams (Exam CS0-001) 9781260117011
Ebooks et téléchargements gratuits Du bonheur - Un voyage philosophique (Litterature Francaise) 9782356416834 par Frédéric Lenoir
Download ebooks in txt format A Wild Love for the World: Joanna Macy and the Work of Our Time by Joanna Macy, Stephanie Kaza
Free downloadable new books Refactoring: Improving the Design of Existing Code 9780201485677 in English
Google epub descargar libros electrónicos gratis DOLOR Y DISFUNCIÓN MIOFASCIAL (3ª ED.): EL MANUAL DE LOS PUNTOS GATILLO de JOSEPH DONNELLY (Spanish Edition) 9788417602024
Télécharger le fichier ebook txt Plantes sauvages comestibles - Les 200 espèces courantes les plus importantes. Les reconnaitre, les récolter, les utiliser par Steffen Guido Fleischhauer, Jürgen Guthmann, Roland Spiegelberger CHM 9782379220715
Download a book from google play Sons of the Selenar