Optum, Inc.

Nicolaus Christiaan Thirion

Ziqian Huang

Anne Jackson

Jack R Freier

Various embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for identifying stale or vibrant open-source packages by training a predictive machine learning model with a labeled dataset, wherein the labeled dataset is created by generating package-basis features and version-basis features based on repository data, generating package-basis clusters based on the package-basis features, generating version-basis clusters based on the version-basis features, and generating labels for the labeled dataset based on the package-basis clusters and the version-basis clusters.

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Scottsdale, AZ, United States of America

Nicolaus Christiaan Thirion