Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization
Linear Algebra in Chinese, With Python as the Translator
A two-volume, 66-topic notebook curriculum that uses Python visualizations to make linear algebra intuitive.
Velocity · 7d
+9.6
★ / day
Trend
→steady
star history
What it does This repository hosts a complete Chinese-language linear algebra course built from Jupyter notebooks. It walks through 66 topics across two volumes, using Python and visualization to explain concepts rather than dense notation. The goal appears to be an intuitive, code-first path through the subject for data-science and machine-learning learners.
The interesting bit The “math isn’t hard” branding suggests a deliberate rebellion against linear algebra’s reputation for cruelty. By treating every concept as something you can plot and run, it swaps theorem-proving for geometric intuition.
Key highlights
- 66 notebook-based topics split across upper and lower volumes
- Visualization-first pedagogy using Python
- Written entirely in Chinese (中文)
- 2,230 stars and tags in data science, machine learning, and visualization signal a practical, applied focus
- Marked as complete (“完册”), suggesting a structured, book-like progression
Caveats
- The description is minimal; prerequisites, specific libraries, and exact depth of coverage are unclear
- Non-Chinese readers will need translation support to use the material
Verdict A solid resource if you read Chinese and want to build geometric intuition for linear algebra through code. Skip it if you need rigorous proof-based treatment or an English-only workflow.
Frequently asked
- What is Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization?
- A two-volume, 66-topic notebook curriculum that uses Python visualizations to make linear algebra intuitive.
- Is Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization open source?
- Yes — Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization is an open-source project tracked on heatdrop.
- What language is Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization written in?
- Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization is primarily written in Jupyter Notebook.
- How popular is Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization?
- Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization has 3k stars on GitHub and is currently holding steady.
- Where can I find Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization?
- Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization is on GitHub at https://github.com/Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization.