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 free ebooks for ipad 2 Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (English Edition)
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 - PDF Free 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.
Generative Deep Learning: Teaching Machines to Paint ...
• Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN Download Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play EPUB (39.2 mb.)
Generative Deep Learning: Teaching Machines to Paint ...
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play [David Foster] on Amazon.com. *FREE* shipping on qualifying offers. Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting
Generative Deep Learning: Teaching Machines to Paint ...
Download Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (True EPUB) or any other file from Books category. HTTP download also available at fast speeds.
Generative Deep Learning: Teaching Machines to Paint ...
It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative
Generative Deep Learning: Teaching Machines to Paint ...
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music.
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