RepoPilot

karpathy/autoresearch vs lengstrom/fast-style-transfer

karpathy/autoresearch shows stronger signals overall

As of June 2026, autoresearch shows stronger maintenance signals than fast-style-transfer. autoresearch rates Mixed overall while fast-style-transfer rates Concerns. autoresearch last saw a commit 3 months ago with 9+ active contributors, while fast-style-transfer last saw a commit 2 years ago with 16+ 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

lengstrom/fast-style-transfer

Concerns

Stale and unlicensed — last commit 3y ago

ConcernsDependency

no license — legally unclear; last commit was 3y 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 3y ago…

  • Stale — last commit 3y ago
  • Concentrated ownership — top contributor handles 54% 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)
  • 16 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

autoresearchfast-style-transfer
Stars79,83810,971
Last commit3mo ago2y ago
License
Open issues186112
Has tests
Has CI
Test coverage0%0%
Dependency CVEsNo CVEsNo CVEs
Architecture grade
Cycles
Bottom-lineMixed signalsConcerns signals

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