AWS announces AutoGluon, an open-source library for writing AI models - SiliconANGLE

Amazon Web Services Inc. today launched a new open-source library to help developers write, with just a few lines of code, machine learning-based applications that use image, text or tabular data sets. Building machine learning apps that rely on such data isn't an easy task. For example, developers need to know how to tune the "hyperparameters" that represent the choices made when constructing an AI model. They also need to grapple with issues such as neural architecture search, which enables them to find the best architecture design for their machine learning models. AutoGluon automates many of these complicated tasks and can create a new machine earning model with as little as three lines of code by automatically tuning choices within default ranges that are known to perform well for a given task.