Ross ROSS = Recommend OSS · open-source software intelligence for agents

rasbt/python_reference resource

Useful functions, tutorials, and other Python-related things observed · 2026-08-28

github.com/rasbt/python_reference · Jupyter Notebook observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • 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 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 4691
  • days_rel: n/a
  • days_push: 1528
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3892 stars · 938 forks observed · 2026-08-28

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

A curated collection of Python tutorials, Jupyter notebooks, useful scripts, and snippets covering topics from scope resolution and unit testing to data science and plotting. It serves as a learning reference rather than an installable software package.

Use cases

  • learn python tips and tricks
  • understand python scope resolution and the legb rule
  • learn sqlite database operations in python
  • get started with multiprocessing in python
  • find useful regular expression examples
  • learn unit testing in python
  • prepare data for machine learning tasks

When to choose

  • you are learning Python and want practical notebook-based tutorials
  • you need quick reference snippets for common Python tasks
  • you want examples spanning testing, data science, and visualization

When to avoid

  • you need a production-ready library with an API
  • you require actively maintained, up-to-date content
  • you need licensed, redistributable code (no license is provided)

Facets

learning-resource · maturity maintenance

developer-tools documentation data-science testing data-visualization tutorials programming-languages data-science education developer-tools python cross-platform jupyter-notebooks python-tips tutorials snippets reference-collection

1 source

Member repositories

RepositoryRoleHealth v2
rasbt/python_referencemain32

For agents

markdown · JSON · MCP: product_card(name="rasbt/python_reference")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem