#18 · Primary category: Education & Research

d2l-zh

book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python

Dive into Deep Learning: Available in Chinese and English, with runnable code and discussion; used in 500+ universities across 70+ countries.

Project last updated:07/30/24

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80.1K

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12.3K

Contributors

265

License

Apache-2.0

Why we included this project

This is the Chinese edition of Dive into Deep Learning, and it's one of the few textbooks that actually expects you to run the code as you read. Each chapter pairs the math with executable notebooks, so you can tweak a parameter, watch the results change, and get a feel for why things work instead of just trusting the equations. It covers the usual ground, computer vision, NLP, and the rest, but the real draw is that it's built to be worked through, not skimmed. Hundreds of universities in over seventy countries use it as a course text, which says a lot about how well it holds up as a structured path from basics to applied deep learning. For a team brushing up on fundamentals or onboarding new engineers, it's a free, self-contained curriculum that stays current with the field.

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