scipy-lectures/scientific-python-lectures resource
Tutorial material on the scientific Python ecosystem observed · 2026-08-28
Health v2 · maintenance only
59/100
- Activity 80
- Release rhythm 8
- Longevity 100
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 5950
- days_rel: 491
- days_push: 124
- n_releases_24m: 1
Adoption not part of the score
3216 stars · 1205 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A comprehensive set of tutorial lectures on the scientific Python ecosystem, covering NumPy, SciPy, Matplotlib, scikit-learn, scikit-image, and advanced topics, built with Jupyter Book. It is designed as full course material for scientific computing with Python, from beginner to expert level.
Use cases
- learn scientific computing with python
- numpy and scipy tutorial for beginners
- course material for teaching python for data science
- learn matplotlib plotting
- introduction to machine learning with scikit-learn
- learn image processing with python
- optimize and debug python scientific code
When to choose
- you want a free, well-maintained full course on the scientific Python ecosystem
- you are an instructor looking for reusable teaching material
- you are a beginner moving toward intermediate/advanced scientific Python topics
When to avoid
- you need interactive graded exercises or a MOOC platform
- you want documentation for a specific library version rather than tutorial content
- you need a non-Python scientific computing curriculum
Facets
learning-resource · maturity active
documentation data-science machine-learning image-processing math tutorials data-science education machine-learning developer-tools python cross-platform numpy scipy matplotlib jupyter-book scientific-computing course-material open-textbook
4 sources
- readme: https://github.com/scipy-lectures/scientific-python-lectures · fetched 2026-08-28 · b2d9543d9a3c
- homepage: https://lectures.scientific-python.org · fetched 2026-08-29 · 8452c7b6df94
- site_page: https://lectures.scientific-python.org/about.html · fetched 2026-08-29 · 5da6c747d5df
- site_page: https://lectures.scientific-python.org/intro/help/help.html · fetched 2026-08-29 · 56a77e614f94
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| scipy-lectures/scientific-python-lectures | main | 59 |
For agents
markdown · JSON · MCP: product_card(name="scipy-lectures/scientific-python-lectures")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem