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:

Prediction Tasksautogluon.task.html

Automatically train/deploy models with 1 line of code for these prediction tasks.

Search Spaceautogluon.space.html

Hyperparameter search spaces describing candidate hyperparameter values.

Core APIsautogluon.core.html

APIs for customizing/extending training jobs.


Schedulers for managing computation resources and distributed training.


Search algorithms that automatically suggest which hyperparameter values to try out.