AutoGluon is an open-source machine learning library that provides automated machine learning (AutoML) capabilities. It makes it easy to build, train, and deploy models with just a few lines of code. AutoGluon is designed to be used to build a wide range of machine learning models for a variety of applications, including image, text, time series, and tabular data. It is particularly useful for people who want to build machine learning models quickly and easily.