For PyTorch Users ================= AutoGluon can serve as a framework agnostic hyperparameter optimization toolkit for deep learning, and more generally be used to tune argument-values of any Python code. Prior to this tutorial, first read the :doc:`Tune Custom Models <../course/index>` tutorial to familiarize yourself with AutoGluon's core API. .. container:: cards .. card:: :title: Hyperparameter Tuning :link: hpo.html Use AutoGluon to automatically optimize hyperparameters of your PyTorch networks. .. toctree:: :maxdepth: 1 :hidden: hpo