AutoKeras
7.3#2 in automl softwareFree planFree planAPILinuxmacOSSelf-hosted
VisitAutoKeras vs TPOT
What both publish
| Fact | AutoKeras | TPOT |
|---|---|---|
| Installation | The official installation method is pip install autokeras, with Python 3 required. | TPOT requires Python and can be installed in a conda environment or manually; the documented Python range is >=3.10 and <3.14. |
| Purpose | AutoKeras is an AutoML system based on Keras, developed to make machine learning accessible to everyone. | TPOT is a Python automated machine learning tool that optimizes machine learning pipelines using genetic programming. |
| Support | The project directs users to GitHub Discussions to ask questions. | The project directs users to its GitHub issues to report bugs or suggest enhancements and to discuss extensions. |
AutoKeras plans
- AutoKerasFree
- Open-source libraryFree
TPOT plans
- TPOTFree
Pick AutoKeras if…
AutoKeras suits developers and machine-learning practitioners who want automated model selection within a code-based workflow. It supports several data types and allows users to customize model blocks and training validation settings.
Pick TPOT if…
TPOT suits Python users building or evaluating machine learning pipelines who want genetic programming and configurable pipeline types. Users should be prepared to supply data that works with their chosen operators.