Comparison
auto-sklearn vs mukh
Verdict
Pick auto-sklearn when license: auto-sklearn is BSD-3-Clause, mukh is Apache-2.0; pick mukh when license: mukh is Apache-2.0, auto-sklearn is BSD-3-Clause.
Markdown twin · auto-sklearn alternatives · mukh alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | auto-sklearn | mukh |
|---|---|---|
| Maintenance | Active (12d since push) As of today · github_public_v1 | Dormant (376d 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) | 22 low (22 low) As of today · osv@v1 | 29 low (29 low) As of today · osv@v1 |
Tagline
- auto-sklearn
- Automated Machine Learning with scikit-learn
- mukh
- A comprehensive face analysis library that provides unified APIs for various face-related tasks
Stars
- auto-sklearn
- 8.1k
- mukh
- 374
Forks
- auto-sklearn
- 1.3k
- mukh
- 95
Open issues
- auto-sklearn
- 210
- mukh
- 6
Language
- auto-sklearn
- Python
- mukh
- Python
Adopt for
- auto-sklearn
- -
- mukh
- -
Persona
- auto-sklearn
- -
- mukh
- -
Runtime
- auto-sklearn
- -
- mukh
- -
License
- auto-sklearn
- BSD-3-Clause
- mukh
- Apache-2.0
Last pushed
- auto-sklearn
- Jun 29, 2026
- mukh
- Jun 29, 2025
Categories
- auto-sklearn
- Model Training, Developer Tools, Computer Vision
- mukh
- Computer Vision
Trust and health
Maintenance
- auto-sklearn
- Active (82%)
- mukh
- Dormant (18%)
Days since push
- auto-sklearn
- 12d
- mukh
- 376d
Open issues (now)
- auto-sklearn
- 210
- mukh
- 6
Owner type
- auto-sklearn
- Organization
- mukh
- User
Security scan
- auto-sklearn
- 22 low (22 low)
- mukh
- 29 low (29 low)
Full report
- auto-sklearn
- Trust report
- mukh
- Trust report
Shared compatibility
- Python · auto-sklearn: Python runtime · mukh: Python runtime
Choose auto-sklearn if…
- License: auto-sklearn is BSD-3-Clause, mukh is Apache-2.0.
- Tags unique to auto-sklearn: automl, meta-learning, hyperparameter-search, hyperparameter-tuning.
- Also covers Model Training, Developer Tools.
- auto-sklearn ships Docker support for self-hosted deployment.
When NOT to use auto-sklearn
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose mukh if…
- License: mukh is Apache-2.0, auto-sklearn is BSD-3-Clause.
- Tags unique to mukh: face-analysis, facial-landmarks, face-detection, ai.
- Leaner open-issue backlog (6).
When NOT to use mukh
- Last GitHub push was 377 days ago (dormant maintenance, Jun 29, 2025). Validate activity before betting a new project on mukh.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (automl/auto-sklearn) · observed Jul 11, 2026
- GitHub forks (automl/auto-sklearn) · observed Jul 11, 2026
- Last push (automl/auto-sklearn) · observed Jun 29, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ishandutta0098/mukh) · observed Jul 11, 2026
- GitHub forks (ishandutta0098/mukh) · observed Jul 11, 2026
- Last push (ishandutta0098/mukh) · observed Jun 29, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: auto-sklearn 8.1k · mukh 374 (synced Jul 11, 2026).
Common questions
- What is the difference between auto-sklearn and mukh?
- auto-sklearn: Automated Machine Learning with scikit-learn. mukh: A comprehensive face analysis library that provides unified APIs for various face-related tasks. See the comparison table for live GitHub stats and shared categories.
- When should I choose auto-sklearn over mukh?
- Choose auto-sklearn over mukh when License: auto-sklearn is BSD-3-Clause, mukh is Apache-2.0; Tags unique to auto-sklearn: automl, meta-learning, hyperparameter-search, hyperparameter-tuning; Also covers Model Training, Developer Tools; auto-sklearn ships Docker support for self-hosted deployment.
- When should I choose mukh over auto-sklearn?
- Choose mukh over auto-sklearn when License: mukh is Apache-2.0, auto-sklearn is BSD-3-Clause; Tags unique to mukh: face-analysis, facial-landmarks, face-detection, ai; Leaner open-issue backlog (6).
- When should I avoid auto-sklearn?
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid mukh?
- Last GitHub push was 377 days ago (dormant maintenance, Jun 29, 2025). Validate activity before betting a new project on mukh.
- Is auto-sklearn or mukh more popular on GitHub?
- auto-sklearn has more GitHub stars (8,119 vs 374). Stars measure visibility, not whether either tool fits your constraints.
- Are auto-sklearn and mukh open source?
- Yes - both are open-source projects on GitHub (auto-sklearn: BSD-3-Clause, mukh: Apache-2.0).
- Where can I find alternatives to auto-sklearn or mukh?
- GraphCanon lists graph-backed alternatives at auto-sklearn alternatives and mukh alternatives (auto-sklearn markdown twin, mukh 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, auto-sklearn or mukh?
- auto-sklearn: Active. mukh: 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 auto-sklearn and mukh?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: auto-sklearn trust report; mukh trust report.