apachecn/fe4ml-zh resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2563 stars · 668 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Chinese translation of the O'Reilly book 'Feature Engineering for Machine Learning', maintained by ApacheCN and readable online or self-hosted via Docker, pip, or npm. It covers numeric, text, and categorical feature engineering, TF-IDF, PCA, and automated feature extraction with deep learning.

Use cases

• learn feature engineering for machine learning in Chinese
• understand TF-IDF and bag-of-words feature scaling
• study PCA dimensionality reduction with examples
• learn categorical feature encoding techniques
• self-host a machine learning book documentation site
• find Chinese ML learning materials

When to choose

• you prefer reading about feature engineering in Chinese
• you want a free online reference on feature extraction and scaling
• you need a self-hostable documentation copy of the book

When to avoid

• you need an executable feature engineering library rather than a book
• you require up-to-date content, as the translation is of an early-release edition
• you need commercial-use rights, since the translation is CC BY-NC-SA licensed

Facets

learning-resource · maturity maintenance

documentation machine-learning machine-learning tutorials education python chinese-translation feature-engineering book-translation apachecn tf-idf pca web-server docker nodejs

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