datawhalechina/pumpkin-book
南瓜书：《机器学习》（西瓜书）公式详解
Provides step-by-step derivations of machine learning formulas from Zhou Zhihua's textbook, targeting undergraduate-level mathematics foundations with appendices for out-of-scope concepts. The resource supplements the original text by filling formula gaps through detailed proofs and mathematical intuitions pitched at second-year engineering students. Includes companion video tutorials, PDF downloads, and a published print edition with community-driven errata tracking via GitHub Issues.
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Mar 01, 2026
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