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: Predictors
      :link: autogluon.predictor.html

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

   .. card::
      :title: Core APIs
      :link: autogluon.core.html

      Enable easy tuning of any custom models / Python code.

   .. card::
      :title: Search Space
      :link: autogluon.core.space.html

      Hyperparameter search spaces of candidate hyperparameter values to consider.

   .. 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 suggest which hyperparameter values to try out.

.. toctree::
   :maxdepth: 2
   :hidden:

   autogluon.predictor
   autogluon.core
   autogluon.core.space
   autogluon.core.scheduler
   autogluon.core.searcher
   autogluon.core.utils