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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 offers state-of-the-art tools for hyperparameter optimization, such as ASHA, Hyperband, Bayesian Optimization, and BOHB. It is licensed under the Apache 2.0 License.