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