0

/ 100

GradeF

Getting some notice. Tests and CI would be the fastest wins.

Higher than 40% of 5,156 graded repos

[RecurrentNN × Regression × Regularized]-base Mouth Opening Estimation via SSL(Semi-supervised Learning).

A low grade is a to-do list, not a judgment of your code

Most gaps here are documentation, tests, and setup, not the code itself. Closing your top 3 gaps alone would lift this repo to B (82).

See your top fixes
Now
F
55
Potential
B
82

Top fixes

Highest-impact changes first, ranked by point weight

14 to address
  1. 1
    Tests18pt

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

  2. 2
    CI/CD14pt

    Add a step like `run: npm test`, `run: pytest`, or `run: tox` to your workflow file.

  3. 3
    CI/CD14pt

    Add `pull_request:` to the workflow `on:` triggers.

  4. 4
    CI/CD14pt

    Add a lint step to catch style issues automatically.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

82

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.

License6pt100

Licensed under MPL-2.0.

Engineering

20

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/CD14pt40

CI is configured (.github/workflows/release-mac.yml).

Reproducibility6pt70

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)
  • 2
    Forks
  • 3
    Releaseslatest 4mo ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 25
    Watchers

Responsiveness

  • -
    Median issue response
  • -
    Median PR merge time
  • 0
    Open issues
Repository files23 root entries
  • .github
    Good: CI is configured (.github/workflows/release-mac.yml).
  • analysis
  • experiments
  • img
  • lib
  • logger
  • recipes
  • .gitignore
    Good: .gitignore present.
  • app.py
  • clean_dataset.py
  • compare_onnx.py
  • concat_npy.py
  • eval.py
  • export_onnx.py
  • how_to_use_json_or_csv.md
  • LICENSE
    Good: Licensed under MPL-2.0.
  • mouth_baker_ui.py
  • README_CN.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.
  • README.md
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (requirements.txt).
  • spk_dict.py
  • train_ssl.py
  • train.py
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