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

Textbook forum download Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play by David Foster FB2 DJVU ePub 9781492041948

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

Generative Deep Learning - O'Reilly
        Generative Deep Learning Teaching Machines to Paint, Write, Compose and Play David Foster - Selection from Generative Deep Learning [Book]
        What Are GANs? | Manning
        Generative Adversarial Networks and their Potential Teaching Computers Creativity. One of the most exciting chapters in machine learning began in one of recognition[1] and defeating the world's top human player in a game of Go. set—for example, if we want a GAN to paint like Leonardo da Vinci, 
        Generative Deep Learning - GitHub
        Generative Deep Learning. Teaching Machines to paint, write, compose and play . The official code repository for examples in the O'Reilly book 'Generative 
        Generative Deep Learning: Teaching Machines to Paint, Write
        Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play [David Foster] on Amazon.com. *FREE* shipping on qualifying offers.
        Hands-on Machine Learning with Scikit-Learn, Keras, and
        Through a series of recent breakthroughs, deep learning has boosted the Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play.
        42 Best Deep Reinforcement Learning Books of All Time
        The 42 best deep reinforcement learning books, such as Data Analytics, Deep Learning Book Cover of David Foster - Generative Deep Learning: Teaching Machines to Paint, Write Teaching Machines to Paint, Write, Compose and Play 
        Applied Data Science (@applied_data) | Twitter
        Exciting news - our new book, 'Generative Deep Learning - Teaching Machines to Paint, Write, Compose and Play' is now available on early release!
        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 
        Generative Deep Learning: Teaching Machines to Paint, Write
        Название: Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play Автор: David FosterИздательство: O'Reilly 
        Generative Deep Learning : Teaching Machines To Paint, Write
        With this practical book, machine learning engineers and data scientists will learn Generative Deep Learning : Teaching Machines to Paint, Write, Compose, 
        天瓏網路書店-Generative Deep Learning: Teaching Machines to
        書名：Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play，ISBN：1492041947，作者：Foster, David，出版社：O'Reilly Media，出版 
        Computer Vision & Pattern Recognition: Books - Amazon.com
        Supervised Learning with Quantum Computers (Quantum Science and . Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play.
        GANs from Scratch 1: A deep introduction. With code in PyTorch and
        In this blog post we will explore Generative Adversarial Networks Output of a GAN through time, learning to Create Hand-written digits. AI that uses data to “ teach” a machine/program how to perform a new task. For this purpose, we can describe Machine Learning as applied . compose = transforms.

Items