AutoGluon automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy machine learning and deep learning models on image, text, time series, and tabular data.
(1) AutoGluon-Tabular is an AutoML framework for tabular data. It succeeds by ensembling multiple models and stacking them in multiple layers.
(2) AutoGluon-MultiModal is a deep learning model zoo of model zoos that can automatically build state-of-the-art deep learning models for inputs including images, text, and tabular data.
(3) AutoGluon-TimeSeries is designed for probabilistic time series forecasting. It combines both conventional statistical models, machine-learning based forecasting approaches, and ensembling techniques.
Link: https://auto.gluon.ai/stable/index.html
Youtube Link: https://www.youtube.com/watch?v=5tvp_Ihgnuk