Comparison
caffe vs ml-surveys
Verdict
Pick caffe when license: caffe is Other, ml-surveys is MIT; pick ml-surveys when license: ml-surveys is MIT, caffe is Other.
Markdown twin · caffe alternatives · ml-surveys alternatives
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Trust & integrity
| Signal | caffe | ml-surveys |
|---|---|---|
| Maintenance | Dormant (710d since push) As of today · github_public_v1 | Dormant (1212d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- caffe
- Caffe: a fast open framework for deep learning.
- ml-surveys
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Stars
- caffe
- 35k
- ml-surveys
- 2.9k
Forks
- caffe
- 18k
- ml-surveys
- 291
Open issues
- caffe
- 1.2k
- ml-surveys
- 2
Language
- caffe
- C++
- ml-surveys
- -
Adopt for
- caffe
- -
- ml-surveys
- -
Persona
- caffe
- -
- ml-surveys
- -
Runtime
- caffe
- -
- ml-surveys
- -
License
- caffe
- Other
- ml-surveys
- MIT
Last pushed
- caffe
- Jul 31, 2024
- ml-surveys
- Mar 17, 2023
Categories
- caffe
- Vector Databases, Computer Vision
- ml-surveys
- Vector Databases, Computer Vision
Trust and health
Days since push
- caffe
- 710d
- ml-surveys
- 1212d
Open issues (now)
- caffe
- 1.2k
- ml-surveys
- 2
Owner type
- caffe
- Organization
- ml-surveys
- User
Full report
- caffe
- Trust report
- ml-surveys
- Trust report
Choose caffe if…
- License: caffe is Other, ml-surveys is MIT.
- Tags unique to caffe: vision, c++.
- More GitHub stars (35k vs 2.9k) - visibility, not fit.
When NOT to use caffe
- Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Choose ml-surveys if…
- License: ml-surveys is MIT, caffe is Other.
- Tags unique to ml-surveys: reinforcement-learning, embeddings, nlp, survey.
- Leaner open-issue backlog (2).
When NOT to use ml-surveys
- Last GitHub push was 1213 days ago (dormant maintenance, Mar 17, 2023). Validate activity before betting a new project on ml-surveys.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (BVLC/caffe) · observed Jul 11, 2026
- GitHub forks (BVLC/caffe) · observed Jul 11, 2026
- Last push (BVLC/caffe) · observed Jul 31, 2024
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (eugeneyan/ml-surveys) · observed Jul 11, 2026
- GitHub forks (eugeneyan/ml-surveys) · observed Jul 11, 2026
- Last push (eugeneyan/ml-surveys) · observed Mar 17, 2023
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: caffe 35k · ml-surveys 2.9k (synced Jul 11, 2026).
Common questions
- What is the difference between caffe and ml-surveys?
- caffe: Caffe: a fast open framework for deep learning.. ml-surveys: 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.. See the comparison table for live GitHub stats and shared categories.
- When should I choose caffe over ml-surveys?
- Choose caffe over ml-surveys when License: caffe is Other, ml-surveys is MIT; Tags unique to caffe: vision, c++; More GitHub stars (35k vs 2.9k) - visibility, not fit.
- When should I choose ml-surveys over caffe?
- Choose ml-surveys over caffe when License: ml-surveys is MIT, caffe is Other; Tags unique to ml-surveys: reinforcement-learning, embeddings, nlp, survey; Leaner open-issue backlog (2).
- When should I avoid caffe?
- Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- When should I avoid ml-surveys?
- Last GitHub push was 1213 days ago (dormant maintenance, Mar 17, 2023). Validate activity before betting a new project on ml-surveys. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is caffe or ml-surveys more popular on GitHub?
- caffe has more GitHub stars (34,574 vs 2,900). Stars measure visibility, not whether either tool fits your constraints.
- Are caffe and ml-surveys open source?
- Yes - both are open-source projects on GitHub (caffe: Other, ml-surveys: MIT).
- Where can I find alternatives to caffe or ml-surveys?
- GraphCanon lists graph-backed alternatives at caffe alternatives and ml-surveys alternatives (caffe markdown twin, ml-surveys markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, caffe or ml-surveys?
- caffe: Dormant. ml-surveys: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for caffe and ml-surveys?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: caffe trust report; ml-surveys trust report.