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: .. container:: cards .. card:: :title: Prediction Tasks :link: autogluon.task.html Automatically train/deploy models with 1 line of code for these prediction tasks. .. card:: :title: Search Space :link: autogluon.core.space.html Hyperparameter search spaces describing candidate hyperparameter values. .. card:: :title: Core APIs :link: autogluon.core.html APIs for customizing/extending training jobs. .. card:: :title: Schedulers :link: autogluon.core.scheduler.html Schedulers for managing computation resources and distributed training. .. card:: :title: searchers :link: autogluon.core.searcher.html Search algorithms that automatically suggest which hyperparameter values to try out. .. toctree:: :maxdepth: 2 :hidden: autogluon.task autogluon.core autogluon.core.space autogluon.core.scheduler autogluon.core.searcher autogluon.core.utils