An open-source deep learning book that teaches mathematical theory and practical engineering through runnable code, aimed at Chinese readers. The English version drives new content updates.
Project overview
Integrates math, critical thinking, and runnable engineering code in one freely available resource.
Project type
Infrastructure · Learning Resources
Use cases
Learning & Education
Deployment
Refer to project documentation
License
Apache-2.0
Best for
Chinese readers seeking to understand both the math and engineering skills needed to become applied scientists.
Key capabilities
A unified open-source resource teaching deep learning concepts, mathematics, and code with runnable examples.
Provides modifiable and runnable code to demonstrate practical problem-solving and map mathematical formulas directly to code.
Limitations and risks
The resource primarily targets Chinese readers, with the English version driving new content updates.
Getting started
Installation is easy and involves installing and running provided Python/Jupyter notebook code as instructed in the book.