Lots of room to improve. Start with a README and CI.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Documentation
70
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.
README documents how to install the project.
Licensed under MIT.
Engineering
10
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 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.
Lockfile present (requirements.txt). Installs are reproducible.
Project health
69
No pushes in over 2 years. Looks unmaintained (−95 pts).
→ A recent commit signals the project is alive and worth using.
.gitignore present.
Dependency manifest found (requirements.txt).
Repository has a description.
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 files26 root entries
- attention
- autoencoder
- batch-norm
- convolutional-neural-networks
- cycle-gan
- dcgan-svhn
- gan-mnist
- intro-neural-networks
- intro-to-pytorchIssue: Build artifacts or local files may be committed (intro-to-pytorch/__pycache__/fc_model.cpython-37.pyc) (−40 pts).Fix: Remove them and add to .gitignore.
- keras
- project-bikesharing
- project-dog-classification
- project-face-generation
- project-tv-script-generation
- recurrent-neural-networks
- sentiment-analysis-network
- sentiment-rnn
- style-transfer
- tensorflowGood: Environment pinned via tensorflow/intro-to-tensorflow/environment.yml.
- transfer-learning
- weight-initialization
- word2vec-embeddings
- .gitignoreGood: .gitignore present.
- LICENSEGood: Licensed under MIT.
- README.mdGood: README is present.Good: README is well structured with multiple sections.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.Good: README has code examples.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.Good: README documents how to install the project.Good: README documents how to run the project.
- requirements.txtGood: Lockfile present (requirements.txt). Installs are reproducible.Good: Dependency manifest found (requirements.txt).