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

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

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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

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Wave and Ripple Design Book by Satoshi Nakamoto, Mori Yuzan

• Wave and Ripple Design Book
• Satoshi Nakamoto, Mori Yuzan
• Page: 64
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781945652035
• Publisher: Leaf Storm Press

Wave and Ripple Design Book

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Baking with Kim-Joy: Cute and Creative Bakes to Make You Smile by Kim-Joy Kim-Joy

• Baking with Kim-Joy: Cute and Creative Bakes to Make You Smile
• Kim-Joy Kim-Joy
• Page: 176
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781787134584
• Publisher: Hardie Grant

Baking with Kim-Joy: Cute and Creative Bakes to Make You Smile

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Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth by Rachel Maddow

• Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth
• Rachel Maddow
• Page: 688
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780593153451
• Publisher: Diversified Publishing

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An upcoming book to be published by Penguin Random House.

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A Keeper. Graham Norton

A-Keeper.pdf
ISBN: 9781982117764 | 320 pages | 8 Mb

• A Keeper
• Graham Norton
• Page: 320
• Format: pdf, ePub, fb2, mobi
• ISBN: 9781982117764
• Publisher: Atria Books

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