AutoGluon - AutoML for Text, Image, and Tabular Data

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, and tabular data.

• Quickly prototype deep learning and classical ML solutions for your raw data with a few lines of code.
• Automatically utilize state-of-the-art techniques (where appropriate) without expert knowledge.
• Leverage automatic hyperparameter tuning, model selection/ensembling, architecture search, and data processing.
• Easily improve/tune your bespoke models and data pipelines, or customize AutoGluon for your use-case.