Generative deep learning teaching machines to paint, write, compose, and play
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. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive...
Otros Autores: | |
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Formato: | Libro electrónico |
Idioma: | Inglés |
Publicado: |
Beijing :
O'Reilly
[2019]
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Edición: | First edition |
Materias: | |
Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630821806719 |
Tabla de Contenidos:
- 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.