AutoKeras
7.3#2 in automl softwareFree planFree planAPILinuxmacOSSelf-hosted
VisitAutoKeras vs FEDOT
What both publish
| Fact | AutoKeras | FEDOT |
|---|---|---|
| Installation | The official installation method is pip install autokeras, with Python 3 required. | The project README documents installation with pip, including an extra option for image and text processing and deep neural networks. |
| Maintainer | The package is developed by DATA Lab at Texas A&M University in collaboration with keras-team for version 1.0 and above. | FEDOT is developed and maintained by the NSS Lab team, part of the National Center for Cognitive Technologies at ITMO University in Russia. |
| Purpose | AutoKeras is an AutoML system based on Keras, developed to make machine learning accessible to everyone. | FEDOT is an open-source framework for automated modeling and machine learning that builds end-to-end solutions using an evolutionary approach. |
AutoKeras plans
- AutoKerasFree
- Open-source libraryFree
FEDOT plans
- FEDOTFree
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 FEDOT if…
FEDOT suits developers and researchers building automated machine-learning pipelines for supported data types and tasks. Its controls offer both automated composition and parameter-guided workflows.