AutoGluon

AutoGluon is an open-source AutoML library developed by AWS AI, designed for fast and accurate machine learning with minimal code. It automates model selection, hyperparameter tuning, and ensemble creation across various data types, including tabular, time series, and multimodal data. The current version is 1.5.0, with a rapid release cadence, often introducing significant performance improvements, new models, and expanded functionalities.