AutoGluon

AutoGluon is an open-source AutoML library developed by AWS AI, designed to automate machine learning tasks for tabular, image, text, and time series data. It enables users to train and deploy high-accuracy machine learning and deep learning models with minimal code, often lauded for its '3 lines of code' capability. The library is actively maintained with frequent updates and is currently at version 1.5.0, offering state-of-the-art predictive performance.