binary-husky/gpt_academic vs josephmisiti/awesome-machine-learning
Both showing Mixed signals — pick on fit, not health
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
Show 5 more →Show less
- ✓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
josephmisiti/awesome-machine-learning →
Mixed signals — read the receipts
worst of 4 axesnon-standard license (Other); no tests detected…
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 2w ago
- ✓45+ active contributors
- ✓Other licensed
Show 4 more →Show less
- ⚠Concentrated ownership — top contributor handles 51% of recent commits
- ⚠Non-standard license (Other) — review terms
- ⚠No CI workflows detected
- ⚠No test directory detected
What would change the summary?
- →Use as dependency Concerns → Mixed if: clarify license terms
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests
Signal-by-signal breakdown
| gpt_academic | awesome-machine-learning | |
|---|---|---|
| Stars | 70,596 | 72,424 |
| Last commit | 3mo ago | 18d ago |
| License | GPL-3.0 | Other |
| Open issues | 323 | 13 |
| Has tests | ✓ | — |
| Has CI | ✓ | — |
| Test coverage | 9% | 0% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Mixed signals |
Want the full analysis? binary-husky/gpt_academic · josephmisiti/awesome-machine-learning
Ask AI about binary-husky/gpt_academic vs josephmisiti/awesome-machine-learning
Open the chat with a comparison question pre-filled.