AutoKeras
7.3#2 in automl softwareFree planFree planAPILinuxmacOSSelf-hosted
VisitAutoKeras vs LightAutoML
LightAutoML
6.3#8 in automl softwareFree planFree planWebLinuxmacOSSelf-hosted
VisitWhat both publish
| Fact | AutoKeras | LightAutoML |
|---|---|---|
| Installation | The official installation method is pip install autokeras, with Python 3 required. | The documentation says to install LightAutoML from PyPI with `pip install lightautoml`. |
| Purpose | AutoKeras is an AutoML system based on Keras, developed to make machine learning accessible to everyone. | LightAutoML is an open-source Python library for automated machine learning on tabular and text data. |
| Security | The official pages opened for this research do not state security certifications or compliance claims. | The opened project documentation and repository pages provide no security or compliance claims. |
| Support | The project directs users to GitHub Discussions to ask questions. | The repository directs users to its Slack community or Telegram group for advice and GitHub issues for bug reports and feature requests. |
AutoKeras plans
- AutoKerasFree
- Open-source libraryFree
LightAutoML plans
- LightAutoMLFree
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 LightAutoML if…
LightAutoML suits data scientists and analysts working with tabular or text data who want to automate parts of model and pipeline creation. Its current dataset support is limited to independent samples in each row.