AutoGluon
6.2#9 in automl softwareFree planFree planLinuxmacOSSelf-hostedWindows
VisitAutoGluon vs AutoKeras
What both publish
| Fact | AutoGluon | AutoKeras |
|---|---|---|
| Multimodal | AutoMM reduces manual work in preprocessing, model selection, and fine-tuning to adapt foundation models to domain-specific data. | The documentation includes a tutorial for working with multi-task or multi-modal datasets. |
| Purpose | AutoGluon automates machine learning for data such as tables and time series, helping users build predictive models with a few lines of code. | AutoKeras is an AutoML system based on Keras, developed to make machine learning accessible to everyone. |
| Support | The project welcomes bug reports and feature requests through its GitHub issue tracker. | The project directs users to GitHub Discussions to ask questions. |
AutoGluon plans
- AutoGluonFree
AutoKeras plans
- AutoKerasFree
- Open-source libraryFree
Pick AutoGluon if…
AutoGluon suits developers and data teams who want automated model building for tabular, time-series, or multimodal data. GPU users should plan to work on Linux or Windows rather than macOS.
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.