API ReferenceΒΆ

This API Reference Manual details the usage of functions and objects included in AutoGluon, describing what they are and what they do. The APIs are grouped into the following categories:


Automatically train/deploy predictors with 1 line of code for text, image, or tabular data.

Core APIsautogluon.core.html

Enable easy tuning of any custom models / Python code.

Search Spaceautogluon.core.space.html

Hyperparameter search spaces of candidate hyperparameter values to consider.


Schedulers for managing computation resources and distributed training.


Search algorithms that suggest which hyperparameter values to try out.