Comparison
vega vs autokeras
Verdict
Pick vega if vega is an AutoML toolchain from Huawei Noah's Ark Lab that streamlines model building and selection with Python; pick autokeras if autoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+.
Markdown twin · vega alternatives · autokeras alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | vega | autokeras |
|---|---|---|
| Maintenance | Dormant (1266d since push) As of 2w · github_public_v1 | Slowing (251d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- vega
- AutoML tools chain
- autokeras
- AutoML library for deep learning
Stars
- vega
- 849
- autokeras
- 9.3k
Forks
- vega
- 177
- autokeras
- 1.4k
Open issues
- vega
- 53
- autokeras
- 161
Language
- vega
- Python
- autokeras
- Python
Adopt for
- vega
- Vega is an AutoML toolchain from Huawei Noah's Ark Lab that streamlines model building and selection with Python.
- autokeras
- AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+.
Persona
- vega
- -
- autokeras
- -
Runtime
- vega
- -
- autokeras
- -
License
- vega
- Other
- autokeras
- Apache-2.0
Last pushed
- vega
- Feb 15, 2023
- autokeras
- Nov 25, 2025
Categories
- vega
- Model Training
- autokeras
- Developer Tools, Model Training
Trust and health
Maintenance
- vega
- Dormant (18%)
- autokeras
- Slowing (36%)
Days since push
- vega
- 1266d
- autokeras
- 251d
Open issues (now)
- vega
- 53
- autokeras
- 161
Full report
- vega
- Trust report
- autokeras
- Trust report
Choose vega if…
- License: vega is Other, autokeras is Apache-2.0.
- When leveraging the specific optimizations offered by Huawei Noah's Ark Lab in your automated machine learning workflows
- Leaner open-issue backlog (53).
When NOT to use vega
- If dependency on proprietary solutions, such as those from a single vendor like Huawei, needs to be avoided
- When you require an extensive open community support or the flexibility traditionally offered by more established open-source AutoML tools
Choose autokeras if…
- License: autokeras is Apache-2.0, vega is Other.
- Tags unique to autokeras: autodl, deep-learning, keras, machine-learning.
- Also covers Developer Tools.
- When your project involves deep learning tasks requiring minimal manual intervention in designing models.
When NOT to use autokeras
- When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible.
- If your project emphasizes transparent, understandable model architecture over automated generation without human oversight.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (huawei-noah/vega) · observed Aug 4, 2026
- GitHub forks (huawei-noah/vega) · observed Aug 4, 2026
- Last push (huawei-noah/vega) · observed Feb 15, 2023
- License file (Other) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (keras-team/autokeras) · observed Aug 4, 2026
- GitHub forks (keras-team/autokeras) · observed Aug 4, 2026
- Last push (keras-team/autokeras) · observed Nov 25, 2025
- License file (Apache-2.0) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: vega 849 · autokeras 9.3k (synced Aug 4, 2026).
Common questions
- What is the difference between vega and autokeras?
- vega: AutoML tools chain. autokeras: AutoML library for deep learning. See the comparison table for live GitHub stats and shared categories.
- When should I choose vega over autokeras?
- Choose vega over autokeras when License: vega is Other, autokeras is Apache-2.0; When leveraging the specific optimizations offered by Huawei Noah's Ark Lab in your automated machine learning workflows; Leaner open-issue backlog (53).
- When should I choose autokeras over vega?
- Choose autokeras over vega when License: autokeras is Apache-2.0, vega is Other; Tags unique to autokeras: autodl, deep-learning, keras, machine-learning; Also covers Developer Tools; When your project involves deep learning tasks requiring minimal manual intervention in designing models.
- When should I avoid vega?
- If dependency on proprietary solutions, such as those from a single vendor like Huawei, needs to be avoided When you require an extensive open community support or the flexibility traditionally offered by more established open-source AutoML tools
- When should I avoid autokeras?
- When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible. If your project emphasizes transparent, understandable model architecture over automated generation without human oversight.
- Is vega or autokeras more popular on GitHub?
- autokeras has more GitHub stars (9,328 vs 849). Stars measure visibility, not whether either tool fits your constraints.
- Are vega and autokeras open source?
- Yes - both are open-source projects on GitHub (vega: Other, autokeras: Apache-2.0).
- Where can I find alternatives to vega or autokeras?
- GraphCanon lists graph-backed alternatives at vega alternatives and autokeras alternatives (vega markdown twin, autokeras 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, vega or autokeras?
- vega: Dormant. autokeras: 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 vega and autokeras?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: vega trust report; autokeras trust report.