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AutoGluon is an open-source project that automates machine learning tasks, allowing users to quickly and easily train and deploy high-accuracy models on image, text, time series, and tabular data. The project is actively accepting code contributions, and has several papers published on its various features. Additionally, AutoGluon’s state-of-the-art hyperparameter optimization tools have been moved to the stand-alone package syne-tune. The library is licensed under the Apache 2.0 License.