Dive into Deep Learning
Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola
- License
- Creative Commons Attribution-ShareAlike 4.0 International
- Source
- d2l.ai (official)
Description
An interactive deep learning textbook combining explanations, mathematics, and runnable code (PyTorch, NumPy, JAX, and TensorFlow). Covers linear and softmax regression, MLPs, CNNs, RNNs, attention and transformers, and more. Adopted at 500+ universities.
Book information
- Language
- English
- Category
- Deep Learning
- Level
- Advanced
- Published
- 2023
- Format
- License
- Creative Commons Attribution-ShareAlike 4.0 International
- Source
- d2l.ai (official)
Topics
License
Creative Commons — Creative Commons Attribution-ShareAlike 4.0 International (license text ↗)
This resource is listed because its license permits redistribution.
Code samples are separately available under a modified MIT license.
