Comparison
automl-gs vs pycaret
Verdict
Pick automl-gs if automl-gs: Python tool for automated machine-learning model creation from CSV data; 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 · automl-gs alternatives · pycaret alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | automl-gs | pycaret |
|---|---|---|
| Maintenance | Dormant (2477d since push) As of 2w · github_public_v1 | Active (12d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- automl-gs
- Automatically generate machine-learning models and code with input CSV and target field
- pycaret
- Open-source low-code AutoML platform for Python
Stars
- automl-gs
- 1.9k
- pycaret
- 9.8k
Forks
- automl-gs
- 181
- pycaret
- 1.9k
Open issues
- automl-gs
- 28
- pycaret
- 32
Language
- automl-gs
- Python
- pycaret
- Python
Adopt for
- automl-gs
- automl-gs: Python tool for automated machine-learning model creation from CSV data
- 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
- automl-gs
- -
- pycaret
- -
Runtime
- automl-gs
- -
- pycaret
- -
License
- automl-gs
- MIT
- pycaret
- Other
Last pushed
- automl-gs
- Oct 22, 2019
- pycaret
- Jul 23, 2026
Categories
- automl-gs
- Data & Retrieval, Model Training
- pycaret
- Model Training
Trust and health
Maintenance
- automl-gs
- Dormant (18%)
- pycaret
- Active (82%)
Days since push
- automl-gs
- 2477d
- pycaret
- 12d
Open issues (now)
- automl-gs
- 28
- pycaret
- 32
Owner type
- automl-gs
- User
- pycaret
- Organization
OSV dependency advisories
- automl-gs
- Published findings
- pycaret
- No lockfile (source not queried)
Full report
- automl-gs
- Trust report
- pycaret
- Trust report
Choose automl-gs if…
- License: automl-gs is MIT, pycaret is Other.
- Tags unique to automl-gs: keras, python, tensorflow, xgboost.
- Also covers Data & Retrieval.
- Need to rapidly prototype models with limited ML expertise
When NOT to use automl-gs
- Complex feature engineering or non-standard data inputs required
- Sensitive about licensing of the generated code
Choose pycaret if…
- License: pycaret is Other, automl-gs is MIT.
- 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 (minimaxir/automl-gs) · observed Aug 4, 2026
- GitHub forks (minimaxir/automl-gs) · observed Aug 4, 2026
- Last push (minimaxir/automl-gs) · observed Oct 22, 2019
- License file (MIT) · 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: automl-gs 1.9k · pycaret 9.8k (synced Aug 4, 2026).
Common questions
- What is the difference between automl-gs and pycaret?
- automl-gs: Automatically generate machine-learning models and code with input CSV and target field. pycaret: Open-source low-code AutoML platform for Python. See the comparison table for live GitHub stats and shared categories.
- When should I choose automl-gs over pycaret?
- Choose automl-gs over pycaret when License: automl-gs is MIT, pycaret is Other; Tags unique to automl-gs: keras, python, tensorflow, xgboost; Also covers Data & Retrieval; Need to rapidly prototype models with limited ML expertise.
- When should I choose pycaret over automl-gs?
- Choose pycaret over automl-gs when License: pycaret is Other, automl-gs is MIT; 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 automl-gs?
- Complex feature engineering or non-standard data inputs required Sensitive about licensing of the generated code
- 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 automl-gs or pycaret more popular on GitHub?
- pycaret has more GitHub stars (9,831 vs 1,869). Stars measure visibility, not whether either tool fits your constraints.
- Are automl-gs and pycaret open source?
- Yes - both are open-source projects on GitHub (automl-gs: MIT, pycaret: Other).
- Where can I find alternatives to automl-gs or pycaret?
- GraphCanon lists graph-backed alternatives at automl-gs alternatives and pycaret alternatives (automl-gs 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, automl-gs or pycaret?
- automl-gs: Dormant. 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 automl-gs and pycaret?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: automl-gs trust report; pycaret trust report.