Visualize-ML/Book5_Essentials-of-Probability-and-Statistics resource
Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！ observed · 2026-08-28
Health v2 · maintenance only
68/100
- Activity 80
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1424
- days_rel: n/a
- days_push: 124
- n_releases_24m: 0
Adoption not part of the score
3735 stars · 766 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
An open-source Chinese-language textbook ('Statistics Made Simple', Book 5 of the Iris series) teaching probability, statistics, and multivariate methods from basics up to machine learning. It consists of Jupyter Notebooks with visual, code-driven explanations covering topics like regression and PCA.
Use cases
- learn probability and statistics with Python code examples
- understand PCA and multivariate statistics visually
- study regression and statistics before learning machine learning
- find a free statistics textbook with runnable notebooks
- refresh math foundations for data science
When to choose
- you want a visual, code-based introduction to statistics and probability
- you read Chinese and want a free structured textbook with Jupyter notebooks
- you need math foundations bridging basic arithmetic to machine learning
When to avoid
- you need a production statistics software library rather than learning material
- you require an English-language textbook
- you need formally licensed content for redistribution, as no license is specified
Facets
learning-resource · maturity active
data-science machine-learning data-visualization machine-learning data-science education tutorials python cross-platform jupyter-notebooks probability statistics pca regression textbook chinese-language iris-book-series
1 source
- readme: https://github.com/Visualize-ML/Book5_Essentials-of-Probability-and-Statistics · fetched 2026-08-28 · add8cc951010
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| Visualize-ML/Book5_Essentials-of-Probability-and-Statistics | main | 68 |
For agents
markdown · JSON · MCP: product_card(name="Visualize-ML/Book5_Essentials-of-Probability-and-Statistics")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem