AutoKeras
7.3#2 in automl softwareFree planFree planAPILinuxmacOSSelf-hosted
VisitAutoKeras vs FLAML
What both publish
| Fact | AutoKeras | FLAML |
|---|---|---|
| Installation | The official installation method is pip install autokeras, with Python 3 required. | The Python library can be installed with pip or conda, and optional packages enable features such as AutoML, Hugging Face Transformers, Ray, and Spark. |
| Purpose | AutoKeras is an AutoML system based on Keras, developed to make machine learning accessible to everyone. | FLAML automates machine learning model selection and hyperparameter tuning with low computational resources. |
| Support | The project directs users to GitHub Discussions to ask questions. | The official site links to a Discord community. |
AutoKeras plans
- AutoKerasFree
- Open-source libraryFree
FLAML plans
No prices published.
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 FLAML if…
FLAML may suit developers and data practitioners seeking automated model selection or hyperparameter tuning in Python or .NET. Its task support includes forecasting, ranking, and sequence classification.