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Tech riderRev. 4 Oct 2026

AutoKeras

Ch 057.1of 28 AutoML Software
  1. 1Runs onLinux, Mac, self-hosted, Windows
  2. 2CostsFree plan
  3. 3Feature engineeringYes
  4. 4Automated model selectionYes
  5. 5Workflow interfacecode
  6. 6Hosting modelself hosted
6 lines stated Written from the maker's own pages: autokeras.com
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The AutoKeras homepage

Overview

AutoKeras is ranked #5 of 28 in AutoML software on Specifiction. It runs on Linux, macOS, Self-hosted, Windows. There is a free plan.

AutoKeras plans and pricing

All plans
AutoKeras Free Python package installed with pip autokeras.com · 4 Oct 2026

Compared on AutoML software

Feature engineering
Yesautokeras.com
Automated model selection
Yesautokeras.com
Workflow interface
codeautokeras.com
Hosting model
self_hostedautokeras.com

Facts

Purpose
AutoKeras is an AutoML system based on Keras, developed to make machine learning accessible to everyone.autokeras.com · 4 Oct 2026
Tasks
Its supported tasks include image and text classification and regression, plus structured data classification and regression.autokeras.com · 4 Oct 2026
Multimodal
The documentation includes a tutorial for working with multi-task or multi-modal datasets.autokeras.com · 4 Oct 2026
Model design
Users can build custom models from AutoKeras blocks while letting the system search for detailed configurations.autokeras.com · 4 Oct 2026
Image features
Image workflows can configure architecture type, normalization, and data augmentation, or leave choices to be tuned automatically.autokeras.com · 4 Oct 2026
Model export
AutoKeras can export the best model found as a Keras Model.autokeras.com · 4 Oct 2026
Installation
The project provides pip installation instructions for the Python package.autokeras.com · 4 Oct 2026
Requirements
The installation guide says AutoKeras supports Python 3 and recommends PyTorch version 2.3.0 or later with the PyTorch backend.autokeras.com · 4 Oct 2026
Training behavior
By default, the last 20% of training data is used for validation, and users can provide a different split or their own validation data.autokeras.com · 4 Oct 2026
Resume runs
With overwrite set to false, running the same code again continues the previous fit from the directory contents.autokeras.com · 4 Oct 2026
Model selection
AutoKeras uses validation loss by default to select the best model, and supports customized metrics and objectives.autokeras.com · 4 Oct 2026
Support
The project directs users to GitHub Discussions to ask questions.autokeras.com · 4 Oct 2026
Maintainer
The package is developed by DATA Lab at Texas A&M University in collaboration with keras-team for version 1.0 and above.autokeras.com · 4 Oct 2026
Security
The official pages opened for this research do not state security certifications or compliance claims.autokeras.com · 4 Oct 2026

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Where it ranks on Specifiction

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Sources