Deep learning cookbook practical recipes to get started quickly
Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll le...
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Sebastopol, CA :
O'Reilly Media
2018.
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| Edición: | First edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630702206719 |
Tabla de Contenidos:
- Tools and techniques
- Getting unstuck
- Calculating text similarity using word embeddings
- Building a recommender system based on outgoing Wikipedia links
- Generating text in the style of an example text
- Question matching
- Suggesting emojis
- Sequence-to-sequence mapping
- Reusing a pretrained image recognition network
- Building an inverse image search service
- Detecting multiple images
- Image style
- Generating images with autoencoders
- Generating icons using deep nets
- Music and deep learning
- Productionizing machine learning systems.
