RepoPilot

karpathy/autoresearch vs sjmoran/deeplpf-image-enhancement

karpathy/autoresearch shows stronger signals overall

As of June 2026, autoresearch shows stronger maintenance signals than deeplpf-image-enhancement. autoresearch rates Mixed overall while deeplpf-image-enhancement rates Concerns. autoresearch last saw a commit 3 months ago with 9+ active contributors, while deeplpf-image-enhancement last saw a commit 1 year ago with 4+ 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

Mixed

Missing license — unclear to depend on

ConcernsDependency

no license — legally unclear; no tests detected…

ConcernsFork & modify

no license — can't legally use code; no tests detected…

HealthyLearn from

Documented and popular — useful reference codebase to read through.

ConcernsDeploy as-is

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 ConcernsMixed if: publish a permissive license (MIT, Apache-2.0, etc.)
  • Fork & modify ConcernsMixed if: add a LICENSE file
  • Deploy as-is ConcernsMixed if: add a LICENSE file

Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests

sjmoran/deeplpf-image-enhancement

Concerns

Stale and unlicensed — last commit 2y ago

ConcernsDependency

no license — legally unclear; last commit was 2y ago…

ConcernsFork & modify

no license — can't legally use code; no tests detected…

HealthyLearn from

Documented and popular — useful reference codebase to read through.

ConcernsDeploy as-is

no license — can't legally use code; last commit was 2y ago…

  • Stale — last commit 2y ago
  • Small team — 4 contributors active in recent commits
  • Concentrated ownership — top contributor handles 64% of recent commits
  • No license — legally unclear to depend on
  • No CI workflows detected
  • No test directory detected
  • Scorecard: marked unmaintained (0/10)
  • Scorecard: default branch unprotected (0/10)
  • 4 active contributors

What would improve this?

  • Use as dependency ConcernsMixed if: publish a permissive license (MIT, Apache-2.0, etc.)
  • Fork & modify ConcernsMixed if: add a LICENSE file
  • Deploy as-is ConcernsMixed if: add a LICENSE file

Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests, cross-checked against OpenSSF Scorecard

Signal-by-signal breakdown

autoresearchdeeplpf-image-enhancement
Stars79,838257
Last commit3mo ago1y ago
License
Open issues1861
Has tests
Has CI
Test coverage0%0%
Dependency CVEsNo CVEsNo CVEs
Architecture grade
Cycles
Bottom-lineMixed signalsConcerns signals

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