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

jupyter/nbgrader

A system for assigning and grading notebooks observed · 2026-08-28

github.com/jupyter/nbgrader · homepage · Python · BSD-3-Clause (permissive) observed · 2026-08-28

Health v2 · maintenance only

73/100

  • Activity 97
  • Release rhythm 28
  • Longevity 100
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: 60
  • age_days: 4372
  • days_rel: 593
  • days_push: 22
  • n_releases_24m: 2

Full methodology

Adoption not part of the score

1369 stars · 343 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

nbgrader is a system for creating, distributing, collecting, and grading Jupyter notebook assignments. It provides instructor toolbar and formgrader extensions, a student assignment list extension, and command line tools for the full assignment lifecycle.

Use cases

  • create and release Jupyter notebook assignments to students
  • autograde notebook submissions with tests
  • manually grade student notebooks with a grading UI
  • let students fetch and submit assignments from Jupyter
  • generate student versions of assignments from master notebooks
  • manage course homework workflow via command line

When to choose

  • you teach courses using Jupyter notebooks and need automated grading
  • you want an integrated assign/release/collect/grade workflow in Jupyter or JupyterHub
  • you need both autograding and manual grading of code cells

When to avoid

  • you grade assignments that are not Jupyter notebooks
  • you need a full LMS rather than a notebook grading tool
  • you want plagiarism detection or proctoring features

Facets

application · maturity stable

cli developer-tools education developer-tools data-science python cross-platform jupyter-notebook grading autograding teaching jupyterhub assignments education jupyter web-server

2 sources

Member repositories

RepositoryRoleHealth v2
jupyter/nbgradermain73

For agents

markdown · JSON · MCP: product_card(name="jupyter/nbgrader")

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