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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

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

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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Exciting news - our new book, 'Generative Deep Learning - Teaching Machines to Paint, Write, Compose and Play' is now available on early  Hacker News on Twitter: "Generative Deep Learning: Teaching
Deep Learning: Teaching machines to paint, write, compose and play: https:// applied-data.science/blog/generative-deep-learning-book … 《Generative Deep Learning: Teaching Machines to Paint, Write
Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play, 作者: David Foster, O'Reilly Media, Inc, USA, Generative modeling is one of   Generative Deep Learning: Teaching Machines to Paint, Write - Ibs
Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play è un libro di David FosterO'Reilly Media, Inc, USA : acquista su IBS a 52.95€ ! New top story on Hacker News: Generative Deep Learning
Generative Deep Learning: Teaching machines to paint, write, compose and play 2 by davidfoster | 0 comments on Hacker News. Generative Deep Learning: Teaching Machines to Paint - 알라딘
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (Paperback) 해외주문. David Foster (지은이)Oreilly & Associates  GANs in Action: Amazon.de: Jakub Langr, Vladimir Bok
Generative Adversarial Networks, or GANs, offer a promising solution to Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play. Artistic Creativity in Artificial Intelligence
Exploratory Creativity and Machine Learning: Aaron, the Painter . The Turing Test result for the poem, The Saxophone Player . . . . . . . . . . . . 32. 2.5. Painting by AARON, computer program designed by Harold Cohen . . generativeart of producing computer programs that can draw pictures, write poems, compose 

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