--- title: "autokeras vs pycaret" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/keras-team-autokeras-vs-pycaret-pycaret" tools: ["keras-team-autokeras", "pycaret-pycaret"] --- # autokeras vs pycaret *GraphCanon updated Aug 4, 2026* ## 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. [autokeras](http://autokeras.com/) reports 9.3k GitHub stars, 1.4k forks, and 161 open issues, last pushed Nov 25, 2025. [pycaret](https://pycaret.org) has 9.8k stars, 1.9k forks, and 32 open issues, last pushed Jul 23, 2026. Figures are from public GitHub metadata via [autokeras's repository](https://github.com/keras-team/autokeras) and [pycaret's repository](https://github.com/pycaret/pycaret). | | [autokeras](/tools/keras-team-autokeras.md) | [pycaret](/tools/pycaret-pycaret.md) | | --- | --- | --- | | Tagline | AutoML library for deep learning | Open-source low-code AutoML platform for Python | | Stars | 9,328 | 9,831 | | Forks | 1,393 | 1,850 | | Open issues | 161 | 32 | | Language | Python | Python | | Adopt for | AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+. | 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 | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | Developer Tools, Model Training | Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [autokeras](/tools/keras-team-autokeras.md) | [pycaret](/tools/pycaret-pycaret.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Active (82%) | | Days since push | 251d | 12d | | Open issues (now) | 161 | 32 | | Full report | [trust report](/tools/keras-team-autokeras/trust.md) | [trust report](/tools/pycaret-pycaret/trust.md) | ## Shared compatibility - **Python**: [autokeras](/tools/keras-team-autokeras.md) - Python runtime; [pycaret](/tools/pycaret-pycaret.md) - Python runtime ## Decision facts: autokeras - **Adopt for:** AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+. ## Decision facts: pycaret - **Adopt for:** 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. ## Choose when ### 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. ### 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 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 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 ## 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](/tools/keras-team-autokeras/alternatives) and [pycaret alternatives](/tools/pycaret-pycaret/alternatives) ([autokeras markdown twin](/tools/keras-team-autokeras/alternatives.md), [pycaret markdown twin](/tools/pycaret-pycaret/alternatives.md)), 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](/compare/keras-team-autokeras-vs-pycaret-pycaret.md) 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](/tools/keras-team-autokeras/trust); [pycaret trust report](/tools/pycaret-pycaret/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=keras-team-autokeras`](/api/graphcanon/graph?tool=keras-team-autokeras) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_