Some interest. A stronger README and CI would help.
Paper List of Physics-Informed Neural Network (PINN)
Documentation
60
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.
No install instructions found in the README (−45 pts).
→ Add a section showing how to install dependencies.
README is present.
Licensed under MIT.
Engineering
0
No tests detected anywhere in the repository.
→ Add automated tests. They prove the code works and give contributors confidence to make changes.
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.
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.
No dependency lockfile found (−70 pts).
→ Commit the lockfile for this project's package manager so installs produce the same dependency versions everywhere.
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.
Project health
58
No dependency manifest detected at root.
→ Add a manifest (package.json, pyproject.toml, Cargo.toml, go.mod, etc.) so others can install dependencies in one command.
Repository has a description.
Actively maintained (pushed within the last month).
.gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- —Commits (30d / 90d)
- 11Forks
- 0Releases
Community
- —Community health
- —authors own >50% of commits
- 81Watchers
Responsiveness
- —Median issue response
- —Median PR merge time
- 0Open issues
Repository files7 root entries
- .gitignoreGood: .gitignore present.
- [EAAI 2025] Review of physics-informed neural networks in hemodynamics.pdf
- 【入门必备】物理信息神经网络入门-简明教程(1).pdf
- AI4PDEs_CM.pdf
- LICENSEGood: Licensed under MIT.
- pinn_logo.png
- README.mdGood: 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.Issue: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.Issue: No install instructions found in the README (−45 pts).Fix: Add a section showing how to install dependencies.Good: README documents how to run the project.