karpathy/autoresearch vs wzmiaomiao/deep-learning-for-image-processing
Both showing Mixed signals — pick on fit, not health
As of June 2026, autoresearch and deep-learning-for-image-processing both show mixed maintenance signals. autoresearch last saw a commit 2 months ago with 9+ active contributors, while deep-learning-for-image-processing last saw a commit 5 months ago with 2+ active contributors. Neither has known critical or high-severity CVEs in its dependency tree.
Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.
karpathy/autoresearch →
Missing license — unclear to depend on
no license — legally unclear; no tests detected…
no license — can't legally use code; no tests detected…
Documented and popular — useful reference codebase to read through.
no license — can't legally use code; no CI workflows detected
- ⚠Concentrated ownership — top contributor handles 78% of recent commits
- ⚠No license — legally unclear to depend on
- ⚠No CI workflows detected
- ⚠No test directory detected
- ✓Last commit 6w ago
- ✓9 active contributors
What would improve this?
- →Use as dependency Concerns → Mixed if: publish a permissive license (MIT, Apache-2.0, etc.)
- →Fork & modify Concerns → Mixed if: add a LICENSE file
- →Deploy as-is Concerns → Mixed if: add a LICENSE file
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests
wzmiaomiao/deep-learning-for-image-processing →
Slowing — last commit 4mo ago
copyleft license (GPL-3.0) — review compatibility; no CI workflows 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.
- ⚠Slowing — last commit 4mo ago
- ⚠Small team — 2 contributors active in recent commits
- ⚠Single-maintainer risk — top contributor 88% of recent commits
- ⚠GPL-3.0 is copyleft — check downstream compatibility
- ⚠No CI workflows detected
- ✓Last commit 4mo ago
- ✓2 active contributors
- ✓GPL-3.0 licensed
- ✓Tests present
What would improve this?
- →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
Signal-by-signal breakdown
| autoresearch | deep-learning-for-image-processing | |
|---|---|---|
| Stars | 79,838 | 26,228 |
| Last commit | 2mo ago | 5mo ago |
| License | — | GPL-3.0 |
| Open issues | 186 | 102 |
| Has tests | — | ✓ |
| Has CI | — | — |
| Test coverage | 0% | 23% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Mixed signals |
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