# Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization

”数学不难“  之  《线性代数不难》上下册，66话题完册；欢迎批评指正

Repository: https://github.com/Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization
Canonical: https://ross.abutalabs.com/products/linear-algebra-made-easy-learn-with-python-and-visualization
Homepage: https://www.youtube.com/@DrGinger_Jiang
Language: Jupyter Notebook
License Family: other
Topics: data-science, data-visualization, linear-algebra, machine-learning, python, visualization
Last push: 2026-05-01T14:43:53+00:00

## Health v2 (maintenance only)
Score: 56/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 80, release rhythm 35, longevity 39
- inputs: {"age_days": 546, "days_push": 124, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license, no_readme
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3258, forks 569 (observed 2026-08-28T04:07:52.505103+00:00)

## What it is
An open-source Chinese-language book ('Linear Algebra Is Not Hard') covering 66 topics of linear algebra with Python code and visual illustrations, distributed as Jupyter notebooks. It teaches linear algebra concepts through visualization for data science and machine learning learners.

## Use cases
- learn linear algebra with python visualizations
- understand matrices and vectors for machine learning
- visual explanation of linear algebra concepts
- study linear algebra in chinese
- refresh linear algebra for data science
- jupyter notebook tutorials for linear algebra

## When to choose
- you want an intuitive, visual introduction to linear algebra
- you prefer learning with runnable Python/Jupyter examples
- you read Chinese and want a free comprehensive linear algebra text

## When to avoid
- you need a rigorous formal textbook with proofs
- you need English-language material
- you need a maintained software library rather than educational content

## Facets
- artifact type: learning-resource
- maturity: active
- function: data-visualization, math, machine-learning
- domain: mathematics, data-science, machine-learning, data-visualization, tutorials
- platform: python, cross-platform
- tags: linear-algebra, jupyter-notebook, educational, chinese-language, visualization

## Member repositories
- Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization (main) score 56

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:52.505103+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:23:14.743962+00:00, confidence not recorded.
  - homepage: https://www.youtube.com/@DrGinger_Jiang (fetched 2026-08-29T09:36:46.657311+00:00, sha 44136fa355b3)
- Data as of 2026-08-30T08:39:29.467469+00:00.