szcf-weiya/ESL-CN resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2767 stars · 621 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 Elements of Statistical Learning (ESL) textbook, accompanied by code implementations of the book's algorithms and solutions to its exercises. It is published as an online book site with Jupyter Notebook and R/Julia/C++ code examples.

Use cases

• read The Elements of Statistical Learning in Chinese
• find solutions to ESL textbook exercises
• study statistical learning algorithms with code examples
• implement ESL book algorithms in R or Julia
• learn machine learning from the ESL textbook
• understand boosting, SVM, and neural network examples from ESL

When to choose

• You prefer studying ESL in Chinese with translated chapters
• You want worked exercise solutions and runnable code alongside the textbook
• You are a statistics or ML student working through the book chapter by chapter

When to avoid

• You need a production machine-learning library rather than educational material
• You require an authoritative, professionally reviewed translation of the book
• You want a modern deep-learning curriculum instead of classical statistical learning

Facets

learning-resource · maturity active

machine-learning documentation data-science machine-learning tutorials education data-science python jvm cpp statistical-learning chinese-translation esl exercise-solutions jupyter-notebook r julia textbook-companion statistics web

Member repositories

For agents

markdown · JSON · MCP: product_card(name="szcf-weiya/ESL-CN")