Amazon's AutoGluon automates deep learning for devs

Amazon has created an open source toolkit for automated machine learning, called AutoGluon, designed to make it easier for software developers to take advantage of deep learning models in their applications. AutoGluon is intended for both machine learning experts and beginners, the company says. Officially launched January 9, AutoGluon lets developers harness machine learning models with image, text, or tabular data sets, sans any need to manually experiment. Developers can achieve strong, predictive performance in their applications. Accessible from the project website or GitHub, AutoGluon automates many decisions for developers, enabling them to produce a high-performance neural networking model with as few as three lines of code.