Sakura-gh/ML-notes resource

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3281 stars · 889 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of machine learning study notes based on Hung-yi Lee's courses, published as HTML pages and PDFs. It covers regression, classification, deep learning, CNNs, RNNs, unsupervised learning, and more.

Use cases

• learn machine learning fundamentals
• study notes for deep learning courses
• understand CNN and RNN concepts
• review gradient descent and backpropagation
• find explanations of GANs and transfer learning
• supplement university ML coursework

When to choose

• you want free, structured ML course notes in Chinese
• you are a beginner studying machine learning or deep learning theory
• you prefer reading HTML/PDF notes alongside video lectures

When to avoid

• you need runnable production ML code or libraries
• you want up-to-date content on modern LLMs
• you need English-language materials

Facets

learning-resource · maturity maintenance

machine-learning deep-learning documentation machine-learning deep-learning tutorials study-notes lecture-notes chinese-language static-site tutorials web-server

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