Lots of room to improve. Start with a README and CI.
Essential Cheat Sheets for deep learning and machine learning researchers
Documentation
34
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.
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
33
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
- 0Watchers
Responsiveness
- —Median issue response
- —Median PR merge time
- 0Open issues
Repository files22 root entries
- PDFs
- .gitignoreGood: .gitignore present.
- All Cheat Sheets.pdf
- Data Wrangling with dplyr and tidyr - R Studio-1.jpg
- Data Wrangling with dplyr and tidyr - R Studio-2.jpg
- Deep Learning Cheat Sheet-Hacker Noon.pdf
- ggplot2-1.jpg
- ggplot2-2.jpg
- Keras.jpg
- LICENSE.mdGood: Licensed under MIT.
- Matplotlib.png
- Neural Network Cells.png
- Neural Network Graphs.png
- Neural Networks Zoo.png
- Numpy.png
- Pandas-1.jpg
- Pandas-2.jpg
- Pandas-3.png
- PySpark.jpg
- README.mdGood: README is present.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.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.Issue: No run or usage instructions found (−45 pts).Fix: Add a section showing how to start or use the project.
- Scikit Learn.png
- Scipy.png