Mon premier blog

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

Full books download pdf 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: Download books to ipad 2 El Desvan De Tesla (Trilogia) by Neal Shusterman English version PDB ePub 9788467861631 here, Download free online audio books Blame It On Bianca Del Rio: The Expert On Nothing With An Opinion On Everything download link, Free books on cd downloads Walking: One Step At a Time (English Edition) download pdf, Book to download on the kindle Missing Pieces (Hello Neighbor) PDB iBook PDF 9781338280074 here, Free electrotherapy ebook download Sugar Volume 1 9781534306417 read book, Free pdb format ebook download What You Did by Claire McGowan 9781542091336 here, Free computer ebooks download pdf Morpho: Joint Forms and Muscular Functions: Anatomy for Artists 9781681985404 download link, Online books free download ebooks A Friend Called Alfie (English literature) 9780008354619 pdf,