Comparison
autokeras vs tensorflow
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 tensorflow if open-source framework for building and deploying ML models with strong support for distributed computing and GPU acceleration.
Markdown twin · autokeras alternatives · tensorflow alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | autokeras | tensorflow |
|---|---|---|
| Maintenance | Slowing (251d since push) As of 2w · github_public_v1 | Very active (0d 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
- autokeras
- AutoML library for deep learning
- tensorflow
- An Open Source Machine Learning Framework for Everyone
Stars
- autokeras
- 9.3k
- tensorflow
- 197k
Forks
- autokeras
- 1.4k
- tensorflow
- 76k
Open issues
- autokeras
- 161
- tensorflow
- 3.0k
Language
- autokeras
- Python
- tensorflow
- C++
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+.
- tensorflow
- Open-source framework for building and deploying ML models with strong support for distributed computing and GPU acceleration.
Persona
- autokeras
- -
- tensorflow
- -
Runtime
- autokeras
- -
- tensorflow
- -
License
- autokeras
- Apache-2.0
- tensorflow
- Apache-2.0
Last pushed
- autokeras
- Nov 25, 2025
- tensorflow
- Aug 3, 2026
Categories
- autokeras
- Developer Tools, Model Training
- tensorflow
- LLM Frameworks, Model Training
Trust and health
Maintenance
- autokeras
- Slowing (36%)
- tensorflow
- Very active (96%)
Days since push
- autokeras
- 251d
- tensorflow
- 0d
Open issues (now)
- autokeras
- 161
- tensorflow
- 3.0k
Full report
- autokeras
- Trust report
- tensorflow
- Trust report
Shared compatibility
- Python · autokeras: Python runtime · tensorflow: Python runtime
Choose autokeras if…
- autokeras is primarily Python; tensorflow is C++.
- Tags unique to autokeras: autodl, automl, 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 tensorflow if…
- tensorflow is primarily C++; autokeras is Python.
- Tags unique to tensorflow: deep-neural-networks, distributed, ml, neural-network.
- Also covers LLM Frameworks.
- Need comprehensive tools for training deep neural networks
When NOT to use tensorflow
- Looking for simple model deployment without complex setup
- Preferring frameworks that integrate better with non-Python languages
- Requiring real-time processing guarantees not provided by TensorFlow's architecture
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 (tensorflow/tensorflow) · observed Aug 3, 2026
- GitHub forks (tensorflow/tensorflow) · observed Aug 3, 2026
- Last push (tensorflow/tensorflow) · observed Aug 3, 2026
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autokeras 9.3k · tensorflow 197k (synced Aug 4, 2026).
Common questions
- What is the difference between autokeras and tensorflow?
- autokeras: AutoML library for deep learning. tensorflow: An Open Source Machine Learning Framework for Everyone. See the comparison table for live GitHub stats and shared categories.
- When should I choose autokeras over tensorflow?
- Choose autokeras over tensorflow when autokeras is primarily Python; tensorflow is C++; Tags unique to autokeras: autodl, automl, 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 tensorflow over autokeras?
- Choose tensorflow over autokeras when tensorflow is primarily C++; autokeras is Python; Tags unique to tensorflow: deep-neural-networks, distributed, ml, neural-network; Also covers LLM Frameworks; Need comprehensive tools for training deep neural networks.
- 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 tensorflow?
- Looking for simple model deployment without complex setup Preferring frameworks that integrate better with non-Python languages Requiring real-time processing guarantees not provided by TensorFlow's architecture
- Is autokeras or tensorflow more popular on GitHub?
- tensorflow has more GitHub stars (196,758 vs 9,328). Stars measure visibility, not whether either tool fits your constraints.
- Are autokeras and tensorflow open source?
- Yes - both are open-source projects on GitHub (autokeras: Apache-2.0, tensorflow: Apache-2.0).
- Where can I find alternatives to autokeras or tensorflow?
- GraphCanon lists graph-backed alternatives at autokeras alternatives and tensorflow alternatives (autokeras markdown twin, tensorflow 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 tensorflow?
- autokeras: Slowing. tensorflow: Very 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 tensorflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autokeras trust report; tensorflow trust report.