marvin0102/dabc-net-for-covid-19

0

/ 100

Documentation63
Engineering38
Health59
Jupyter Notebook03y ago
Grade a repo

Rough and inactive. Tests, CI, and a fuller README would revive it.

DABC-Net toolkit is designed for fast and robust pneumonia segmentation and prediction of COVID-19 progression on chest CT scans.

Documentation

63

License6pt0

No license detected.

→ Add a LICENSE file. Without one, nobody can legally use, copy, or contribute to your code.

Contributing guide5pt0

No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).

→ Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

Engineering

38

CI/CD14pt0

No CI configuration detected in this repository.

→ If your CI lives elsewhere (a private repo that builds this one) or this project is itself a CI/CD tool, mark this check Not Applicable. Otherwise add a GitHub Actions workflow that runs tests on each push. It takes 15 minutes and reassures contributors their changes won't break things.

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.

Reproducibility6pt70

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

Tests18pt80

Test files detected (test_Plot.py).

Project health

59

Housekeeping3pt0

No .gitignore found (−60 pts).

→ Add a .gitignore to keep build output, node_modules, and secrets out of version control.

Activity5pt5

No pushes in over 2 years. Looks unmaintained (−95 pts).

→ A recent commit signals the project is alive and worth using.

Dependency manifest6pt100

Dependency manifest found (requirements.txt).

Repository metadata5pt100

Repository has a description.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • —
    Commits (30d / 90d)
  • 0
    Forks
  • 0
    Releases

Community

  • —
    Community health
  • —
    authors own >50% of commits
  • 0
    Watchers

Responsiveness

  • —
    Median issue response
  • —
    Median PR merge time
  • 0
    Open issues
Repository files25 root entries
  • __pycache__
    Issue: Build artifacts or local files may be committed (__pycache__/DABC_uncertainty_colab.cpython-310.pyc) (−40 pts).Fix: Remove them and add to .gitignore.
  • APP
  • fig
  • meta
  • model
  • models
  • notebooks
  • pipeline
  • utils
  • weight
  • DABC_infer.py
  • DABC_pipeline_demo.ipynb
  • DABC_pipeline_demo.py
  • DABC_uncertainty_colab.py
  • download.sh
  • Feature.html
  • model.zip
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (requirements.txt).
  • test_infer_seg.py
  • test_open_Nii.py
  • test_Plot.py
    Good: Test files detected (test_Plot.py).
  • test_Prediction_Progression.py
  • test_train_model.py
  • test.py