Description

AutoGluon is an open-source AutoML library designed for machine learning engineers. It enables users to prototype deep learning and classical ML solutions for the raw data with a few lines of code, leverage automatic hyperparameter tuning, model selection and ensembling, architecture search, and data processing, and perform regression/classification tasks with tabular data, text, and images. Features include multi-layer stack ensembling, data splitting, object detection, image prediction, and deep learning.