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Generative deep learning : Teaching machines to paint, write, compose, and play
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 adversarial networks (GANs), encoder-decoder models and world models.
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| Formato: | Printed Book |
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Mumbai:
O'Reilly: Shroff Publishers and Distributors,
c.2019.
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| Edição: | 1 Ed. |
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Sumário:
- Part 1. Introduction to generative deep learning. Generative modeling
- Deep learning
- Variational autoencoders
- Generative adversarial networks
- Part 2. Teaching machines to paint, write, compose, and play. Paint
- Write
- Compose
- Play
- The future of generative modeling
- Conclusion.