Understanding Deep Learning
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Description
Understanding Deep Learning by Simon Prince is a comprehensive, mathematically rigorous deep learning textbook.
- Supervised, unsupervised, and generative models
- CNNs, RNNs, attention, and transformers
- Diffusion models and large language models
- For students and researchers in deep learning
Understanding Deep Learning