Comparison
autokeras vs pycaret
Verdict
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+; pick pycaret if pyCaret is an open-source low-code AutoML platform with a dual license structure and support for various ML tasks like classification, clustering, and anomaly detection.
Markdown twin · autokeras alternatives · pycaret alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | autokeras | pycaret |
|---|---|---|
| Maintenance | Slowing (251d since push) As of 3w · github_public_v1 | Active (12d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · 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
- autokeras
- AutoML library for deep learning
- pycaret
- Open-source low-code AutoML platform for Python
Stars
- autokeras
- 9.3k
- pycaret
- 9.8k
Forks
- autokeras
- 1.4k
- pycaret
- 1.9k
Open issues
- autokeras
- 161
- pycaret
- 32
Language
- autokeras
- Python
- pycaret
- Python
Adopt for
- autokeras
- AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+.
- pycaret
- PyCaret is an open-source low-code AutoML platform with a dual license structure and support for various ML tasks like classification, clustering, and anomaly detection.
Persona
- autokeras
- -
- pycaret
- -
Runtime
- autokeras
- -
- pycaret
- -
License
- autokeras
- Apache-2.0
- pycaret
- Other
Last pushed
- autokeras
- Nov 25, 2025
- pycaret
- Jul 23, 2026
Categories
- autokeras
- Developer Tools, Model Training
- pycaret
- Model Training
Trust and health
Maintenance
- autokeras
- Slowing (36%)
- pycaret
- Active (82%)
Days since push
- autokeras
- 251d
- pycaret
- 12d
Open issues (now)
- autokeras
- 161
- pycaret
- 32
Full report
- autokeras
- Trust report
- pycaret
- Trust report
Shared compatibility
- Python · autokeras: Python runtime · pycaret: Python runtime
Choose autokeras if…
- License: autokeras is Apache-2.0, pycaret is Other.
- Tags unique to autokeras: autodl, deep-learning, keras, neural-architecture-search.
- 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.
Choose pycaret if…
- License: pycaret is Other, autokeras is Apache-2.0.
- Tags unique to pycaret: anomaly-detection, classification, clustering, data-science.
- You need to implement end-to-end machine learning pipelines using Python without diving deep into code complexity
When NOT to use pycaret
- Looking for pure open-source contributions as the control plane is BUSL-1.1 licensed until 2027
- You prioritize a fully code-driven custom ML pipeline over a low-code and automated approach
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (pycaret/pycaret) · observed Aug 4, 2026
- GitHub forks (pycaret/pycaret) · observed Aug 4, 2026
- Last push (pycaret/pycaret) · observed Jul 23, 2026
- License file (Other) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autokeras 9.3k · pycaret 9.8k (synced Aug 4, 2026).
Common questions
- What is the difference between autokeras and pycaret?
- autokeras: AutoML library for deep learning. pycaret: Open-source low-code AutoML platform for Python. See the comparison table for live GitHub stats and shared categories.
- When should I choose autokeras over pycaret?
- Choose autokeras over pycaret when License: autokeras is Apache-2.0, pycaret is Other; Tags unique to autokeras: autodl, deep-learning, keras, neural-architecture-search; Also covers Developer Tools; When your project involves deep learning tasks requiring minimal manual intervention in designing models.
- When should I choose pycaret over autokeras?
- Choose pycaret over autokeras when License: pycaret is Other, autokeras is Apache-2.0; Tags unique to pycaret: anomaly-detection, classification, clustering, data-science; You need to implement end-to-end machine learning pipelines using Python without diving deep into code complexity.
- 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.
- When should I avoid pycaret?
- Looking for pure open-source contributions as the control plane is BUSL-1.1 licensed until 2027 You prioritize a fully code-driven custom ML pipeline over a low-code and automated approach
- Is autokeras or pycaret more popular on GitHub?
- pycaret has more GitHub stars (9,831 vs 9,328). Stars measure visibility, not whether either tool fits your constraints.
- Are autokeras and pycaret open source?
- Yes - both are open-source projects on GitHub (autokeras: Apache-2.0, pycaret: Other).
- Where can I find alternatives to autokeras or pycaret?
- GraphCanon lists graph-backed alternatives at autokeras alternatives and pycaret alternatives (autokeras markdown twin, pycaret 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, autokeras or pycaret?
- autokeras: Slowing. pycaret: Active. 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 autokeras and pycaret?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autokeras trust report; pycaret trust report.