Lots of room to improve. Start with a README and CI.
This module is part of the Master's course and has imparted knowledge on mathematical and coding skills for developing machine learning applications using supervised algorithms as well as laid strong foundation in deep learning/neural networks, data visualization and machine learning platforms.
Documentation
19
README is present.
No install instructions found in the README (−45 pts).
→ Add a section showing how to install dependencies.
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.
Licensed under Apache-2.0.
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
43
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.
No pushes in over 2 years. Looks unmaintained (−95 pts).
→ A recent commit signals the project is alive and worth using.
Repository has a description.
.gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- —Commits (30d / 90d)
- 0Forks
- 0Releases
Community
- —Community health
- —authors own >50% of commits
- 1Watchers
Responsiveness
- —Median issue response
- —Median PR merge time
- 0Open issues
Repository files4 root entries
- Introduction_DataEngineering_MachineLearning
- .gitignoreGood: .gitignore present.
- LICENSEGood: Licensed under Apache-2.0.
- README.mdGood: README is present.Issue: README is very short (−20 pts). 400+ characters earns +10 pts; 1,500+ earns +20 pts.Fix: Add an Overview, Install, Usage, and Contributing section at minimum.Issue: README has little structure (−15 pts). Add 2-3 headings for +8 pts; 4+ earns +15 pts.Fix: Break it into sections (Overview, Install, Usage, Contributing) using Markdown headings.Issue: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.Issue: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.Issue: No live demo link in the README (−20 pts).Fix: Link to a deployed version, docs site, or demo video. Users want to see it running.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.Issue: No run or usage instructions found (−45 pts).Fix: Add a section showing how to start or use the project.