binary-husky/gpt_academic vs scikit-learn/scikit-learn
scikit-learn/scikit-learn shows stronger signals overall
Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.
binary-husky/gpt_academic →
Slowing — last commit 3mo ago
worst of 4 axescopyleft license (GPL-3.0) — review compatibility
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ✓Last commit 3mo ago
- ✓15 active contributors
- ✓GPL-3.0 licensed
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- ✓CI configured
- ✓Tests present
- ⚠Slowing — last commit 3mo ago
- ⚠Single-maintainer risk — top contributor 80% of recent commits
- ⚠GPL-3.0 is copyleft — check downstream compatibility
What would change the summary?
- →Use as dependency Concerns → Mixed if: relicense under MIT/Apache-2.0 (rare for established libs)
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests
scikit-learn/scikit-learn →
Healthy across the board
Permissive license, no critical CVEs, actively maintained — safe to depend on.
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ✓Last commit 1d ago
- ✓33+ active contributors
- ✓Distributed ownership (top contributor 17% of recent commits)
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- ✓BSD-3-Clause licensed
- ✓CI configured
- ✓Tests present
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests
Signal-by-signal breakdown
| gpt_academic | scikit-learn | |
|---|---|---|
| Stars | 70,596 | 66,009 |
| Last commit | 3mo ago | 6d ago |
| License | GPL-3.0 | BSD-3-Clause |
| Open issues | 323 | 2,020 |
| Has tests | ✓ | ✓ |
| Has CI | ✓ | ✓ |
| Test coverage | 9% | 48% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Healthy signals |
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