Comparison
auto-sklearn vs serge
Verdict
Pick auto-sklearn when auto-sklearn is primarily Python; serge is Svelte; pick serge when serge is primarily Svelte; auto-sklearn is Python.
Markdown twin · auto-sklearn alternatives · serge alternatives
GraphCanon updated today
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Trust & integrity
| Signal | auto-sklearn | serge |
|---|---|---|
| Maintenance | Active (12d since push) As of today · github_public_v1 | Slowing (232d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | 22 low (22 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- auto-sklearn
- Automated Machine Learning with scikit-learn
- serge
- A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.
Stars
- auto-sklearn
- 8.1k
- serge
- 5.7k
Forks
- auto-sklearn
- 1.3k
- serge
- 391
Open issues
- auto-sklearn
- 210
- serge
- 33
Language
- auto-sklearn
- Python
- serge
- Svelte
Adopt for
- auto-sklearn
- -
- serge
- -
Persona
- auto-sklearn
- -
- serge
- -
Runtime
- auto-sklearn
- -
- serge
- -
License
- auto-sklearn
- BSD-3-Clause
- serge
- Apache-2.0
Last pushed
- auto-sklearn
- Jun 29, 2026
- serge
- Nov 21, 2025
Categories
- auto-sklearn
- Model Training, Computer Vision, Developer Tools
- serge
- Computer Vision
Trust and health
Maintenance
- auto-sklearn
- Active (82%)
- serge
- Slowing (36%)
Days since push
- auto-sklearn
- 12d
- serge
- 232d
Open issues (now)
- auto-sklearn
- 210
- serge
- 33
Security scan
- auto-sklearn
- 22 low (22 low)
- serge
- No lockfile
Full report
- auto-sklearn
- Trust report
- serge
- Trust report
Choose auto-sklearn if…
- auto-sklearn is primarily Python; serge is Svelte.
- License: auto-sklearn is BSD-3-Clause, serge is Apache-2.0.
- Tags unique to auto-sklearn: automl, meta-learning, hyperparameter-search, hyperparameter-tuning.
- Also covers Model Training, Developer Tools.
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 serge if…
- serge is primarily Svelte; auto-sklearn is Python.
- License: serge is Apache-2.0, auto-sklearn is BSD-3-Clause.
- Tags unique to serge: svelte, llama, alpaca, python.
When NOT to use serge
- Last GitHub push was 232 days ago (slowing maintenance, Nov 21, 2025). Validate activity before betting a new project on serge.
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 (serge-chat/serge) · observed Jul 11, 2026
- GitHub forks (serge-chat/serge) · observed Jul 11, 2026
- Last push (serge-chat/serge) · observed Nov 21, 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 · serge 5.7k (synced Jul 11, 2026).
Common questions
- What is the difference between auto-sklearn and serge?
- auto-sklearn: Automated Machine Learning with scikit-learn. serge: A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.. See the comparison table for live GitHub stats and shared categories.
- When should I choose auto-sklearn over serge?
- Choose auto-sklearn over serge when auto-sklearn is primarily Python; serge is Svelte; License: auto-sklearn is BSD-3-Clause, serge is Apache-2.0; Tags unique to auto-sklearn: automl, meta-learning, hyperparameter-search, hyperparameter-tuning; Also covers Model Training, Developer Tools.
- When should I choose serge over auto-sklearn?
- Choose serge over auto-sklearn when serge is primarily Svelte; auto-sklearn is Python; License: serge is Apache-2.0, auto-sklearn is BSD-3-Clause; Tags unique to serge: svelte, llama, alpaca, python.
- 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 serge?
- Last GitHub push was 232 days ago (slowing maintenance, Nov 21, 2025). Validate activity before betting a new project on serge.
- Is auto-sklearn or serge more popular on GitHub?
- auto-sklearn has more GitHub stars (8,119 vs 5,724). Stars measure visibility, not whether either tool fits your constraints.
- Are auto-sklearn and serge open source?
- Yes - both are open-source projects on GitHub (auto-sklearn: BSD-3-Clause, serge: Apache-2.0).
- Where can I find alternatives to auto-sklearn or serge?
- GraphCanon lists graph-backed alternatives at auto-sklearn alternatives and serge alternatives (auto-sklearn markdown twin, serge 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 serge?
- auto-sklearn: Active. serge: Slowing. 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 serge?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: auto-sklearn trust report; serge trust report.