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

codebasics/py resource

Repository to store sample python programs for python learning observed · 2026-08-28

github.com/codebasics/py · Jupyter Notebook observed · 2026-08-28

Health v2 · maintenance only

47/100

  • Activity 33
  • 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: 3931
  • days_rel: n/a
  • days_push: 405
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

7327 stars · 16789 forks observed · 2026-08-28

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

A collection of sample Python programs and Jupyter notebooks for learning Python, pandas, and numpy. It is aimed at beginners and accompanies the codebasics YouTube tutorials.

Use cases

  • learn python from scratch
  • pandas dataframe tutorial examples
  • numpy array practice notebooks
  • beginner python sample programs
  • jupyter notebook exercises for data science

When to choose

  • you are a beginner learning Python basics
  • you want hands-on pandas and numpy examples
  • you prefer learning via notebooks alongside video tutorials

When to avoid

  • you need production-ready code or libraries
  • you need a licensed, maintained software package
  • you want advanced or comprehensive data science coverage

Facets

learning-resource · maturity active

developer-tools education tutorials data-science python python-tutorial pandas numpy jupyter-notebook beginner sample-code

1 source

Member repositories

RepositoryRoleHealth v2
codebasics/pymain47

For agents

markdown · JSON · MCP: product_card(name="codebasics/py")

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