API Reference

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.

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.

Schedulersautogluon.core.scheduler.html

Schedulers for managing computation resources and distributed training.

Searchersautogluon.core.searcher.html

Search algorithms that suggest which hyperparameter values to try out.