Dive into Deep Learning

Dive into Deep Learning portes grátis

Dive into Deep Learning

Zhang, Aston; Smola, Alexander J.; Li, Mu; Lipton, Zachary C.

Cambridge University Press

12/2023

574

Mole

Inglês

9781009389433

15 a 20 dias

Installation; Notation; 1. Introduction; 2. Preliminaries; 3. Linear neural networks for regression; 4. Linear neural networks for classification; 5. Multilayer perceptrons; 6. Builders guide; 7. Convolutional neural networks; 8. Modern convolutional neural networks; 9. Recurrent neural networks; 10. Modern recurrent neural networks; 11. Attention mechanisms and transformers; Appendix. Tools for deep learning; Bibliography; Index.
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