Shypd.aiThe largest open index of AI toolsd2l-en is an interactive deep learning book with multi-framework code, math, and discussions. It is adopted at over 500 universities globally, providing a comprehensive resource for learning deep learning concepts and practical applications.
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d2l-en is an interactive deep learning book designed to make deep learning approachable through hands-on learning. The entire book is drafted in Jupyter notebooks, seamlessly integrating exposition, figures, math, and interactive examples with self-contained code. It offers sufficient technical depth to serve as a starting point for aspiring applied machine learning scientists and includes runnable code to demonstrate practical problem-solving. The resource is open-source, allowing for rapid updates by both the authors and the community, and is complemented by a forum for technical discussions and questions. Adopted by over 500 universities in 70 countries, including Stanford, MIT, Harvard, and Cambridge, d2l-en is a highly regarded educational tool.
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