Popular for its size, but the engineering basics lag behind the interest.

NMA deep learning course

Documentation

62

Install and run instructions9pt0

No install instructions found in the README (−45 pts).

Add a section showing how to install dependencies.

Contributing guide5pt72

CONTRIBUTING guide found.

README12pt85

README is present.

License6pt100

Licensed under CC-BY-4.0.

Engineering

26

Tests18pt0

No tests detected anywhere in the repository.

Add automated tests. They prove the code works and give contributors confidence to make changes.

Linting and formatting5pt0

No linter or formatter config found.

Add a linter config such as .eslintrc.json, .prettierrc, ruff.toml, or .golangci.yml to enforce consistent code style.

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

CI/CD14pt57

CI is configured (.github/workflows/download_slides.yml).

Reproducibility6pt80

Lockfile present (requirements.txt). Installs are reproducible.

Project health

100

Dependency manifest6pt100

Dependency manifest found (requirements.txt).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • Commits (30d / 90d)
  • 290
    Forks
  • 18
    Releaseslatest 11mo ago

Community

  • Community health
  • authors own >50% of commits
  • 807
    Watchers

Responsiveness

  • 16h
    Median issue response
  • 3h
    Median PR merge time
  • 9
    Open issues
Repository files12 root entries
  • .github
    Good: CONTRIBUTING guide found.
    Issue: CONTRIBUTING guide contents could not be read (−28 pts vs a readable file).Fix: Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.
    Good: CI is configured (.github/workflows/download_slides.yml).
  • book
  • projects
  • tutorials
  • .all-contributorsrc
  • .gitignore
    Good: .gitignore present.
  • CNAME
  • environment.yml
    Good: Environment pinned via environment.yml.
  • LICENSE-CODE.md
  • LICENSE.md
    Good: Licensed under CC-BY-4.0.
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Issue: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Issue: No install instructions found in the README (−45 pts).Fix: Add a section showing how to install dependencies.
    Issue: No run or usage instructions found (−45 pts).Fix: Add a section showing how to start or use the project.
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (requirements.txt).