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Introducing Azimuth, an open-source tool to understand datasets and models in text classification.

Introducing AZIMUTH, an open-source software project from ServiceNow. Azimuth is an open-source software application that helps AI practitioners better understand their dataset and model predictions by performing thorough dataset and error analyses. The application leverages different tools, including robustness tests, semantic similarity analysis, and saliency maps, unified by concepts such as smart tags and proposed actions.

Getting started with Azimuth - a tool to help understand datasets and models in text classification

In our previous video, you were introduced to AZIMUTH, an open-source software project from ServiceNow. Azimuth is an application that helps AI practitioners better understand their dataset and model predictions by performing thorough dataset and error analyses. The application leverages different tools, including robustness tests, semantic similarity analysis, and saliency maps, unified by concepts such as smart tags and proposed actions.