AutoGluon is an open source project that automates machine learning tasks, allowing users to easily train and deploy high-accuracy models on image, text, time series, and tabular data. It also provides tools for hyperparameter optimization such as ASHA, Hyperband, Bayesian Optimization and BOHB. AutoGluon is licensed under the Apache 2.0 License.