ljpzzz/machinelearning resource

Health v2 · maintenance only

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8705 stars · 3684 forks observed · 2026-08-28

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

A collection of Jupyter Notebook code accompanying Liu Jianping (Pinard)'s widely-read Chinese machine learning blog on cnblogs. It organizes blog code into topics covering regression, classification, clustering, dimensionality reduction, ensemble learning, deep learning, NLP, and reinforcement learning.

Use cases

• learn machine learning algorithms with runnable python code
• study reinforcement learning from Q-learning to DDPG with examples
• find companion code for Pinard's blog tutorials
• understand scikit-learn algorithm implementations
• learn deep learning with TensorFlow notebooks
• study NLP algorithms like word2vec and LDA with code

When to choose

• you want structured, tutorial-style code paired with detailed blog explanations
• you are learning classical ML, deep learning, or RL fundamentals in Python
• you prefer Chinese-language learning materials

When to avoid

• you need a production-ready ML library or framework
• you need actively maintained code compatible with the latest TensorFlow or Python versions
• you cannot read Chinese since the blog posts are in Chinese

Facets

learning-resource · maturity maintenance

machine-learning deep-learning reinforcement-learning nlp machine-learning deep-learning tutorials data-science python jupyter-notebooks tutorials blog-code scikit-learn chinese-language algorithms natural-language-processing

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