AutoGluon#
AutoML for Image, Text, Time Series, and Tabular Data
- Quick Prototyping
Build machine learning solutions on raw data in a few lines of code.
- State-of-the-art Techniques
Automatically utilize SOTA models without expert knowledge.
- Easy to Deploy
Move from experimentation to production with cloud predictors and pre-built containers.
- Customizable
Extensible with custom feature processing, models, and metrics.
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Quick Examples#
Installation
Install AutoGluon using pip:
pip install autogluon
AutoGluon supports Linux, MacOS, and Windows. See Installing AutoGluon for detailed instructions.
Community#
Get involved in the AutoGluon community by joining our Discord!