Uber Open Sourced this Framework for Debugging Machine Learning Models
Manifold provides visual analytics that help data scientists evaluate the behavior of machine learning models.
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Machine learning programs defer from traditional software applications in the sense that their structure is constantly changing and evolving as the model builds more knowledge. As a result, debugging and interpreting machine learning models is one of the most challenging aspects of real world artificial intelligence(AI) solutions. Debugging, interpretation and diagnosis are active areas of focus of organizations building machine learning solutions at scale. Last year, Uber unveiled Manifold, a framework that utilizes visual analysis techniques to support…
