AutoGluon Tabular

AutoGluon Tabular provides a fast and accurate AutoML library specifically designed for tabular data, allowing users to train and deploy high-accuracy machine learning models with just a few lines of code. Developed by AWS AI, it offers automated stack ensembling, deep learning integration, and handles feature engineering and hyperparameter tuning automatically. The library maintains an active release cadence with major updates every few months and intermediate patch releases.