AutoGluon – the AutoML toolkit for deep learning

From AWS Labs, with the goal of democratization of ML in mind, AutoGluon is described as being developed to enable "easy-to-use and easy-to-extend AutoML with a focus on deep learning and real-world applications spanning image, text, or tabular data". AutoGluon, an integral part of AWS's automated ML strategy, enables both junior and seasoned data scientists to build deep learning models and end-to-end solutions with ease. Like other automated ML toolkits, AutoGluon offers network architecture search, model selection, and the ability for you to improve custom models.

The toolkit is available on GitHub to be downloaded: https://github.com/awslabs/autogluon.