kitio.aiAdded Nov 5, 2026
AutoKeras
FreeOpen-source AutoML library that builds Keras models for you
What is AutoKeras?
AutoKeras is an open-source AutoML library that searches for a good deep learning model for your data with only a few lines of Python. It was created by the DATA Lab at Texas A&M University to make machine learning usable by people without deep model-design experience.
Ready-made tasks cover image classification and regression, text classification and regression, and structured data classification and regression. You pass in data, set how many trials to run, and AutoKeras tries architectures and hyperparameters before returning the best one.
For more control, the AutoModel class and building blocks let you define custom search spaces, including multi-modal and multi-task setups. Finished models can be exported as standard Keras models for deployment.
Features
- Automatic architecture search
- Image and text tasks
- Structured data models
- Custom search spaces
- Keras model export
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Releases
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Organization
DATA Lab at Texas A&M University
🇺🇸 United States
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Free
- Paid options from
- 100% free
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Pros and cons
Pros
- Very little code to get a model
- Exports regular Keras models
- Free and open source
Cons
- Searches can take a long time
- Needs a GPU for larger tasks
- Less control than hand-built models
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Q&A
What is AutoKeras?
AutoKeras is an open-source AutoML library that searches for a good deep learning model for your data with only a few lines of Python. It was created by the DATA Lab at Texas A&M University to make machine learning usable by people without deep model-design experience.
What kinds of data does AutoKeras support?
It has built-in tasks for images, text and structured data, plus multi-modal and multi-task models through AutoModel.
Can I use an AutoKeras model outside AutoKeras?
Yes. The best model found can be exported as a Keras model and used like any other.
How much does AutoKeras cost?
AutoKeras is 100% free.
Is there a free version of AutoKeras?
Yes. AutoKeras is completely free to use.
What are the main features of AutoKeras?
Automatic architecture search, Image and text tasks, Structured data models, Custom search spaces, Keras model export.
Who makes AutoKeras?
AutoKeras is made by DATA Lab at Texas A&M University.
What are the best alternatives to AutoKeras?
Popular alternatives include Albumentations, Crawl4AI, CEBRA.