ALEXANDRIA, Va., April 7 -- United States Patent no. 12,596,547, issued on April 7, was assigned to International Business Machines Corp. (Armonk, N.Y.).
"Version management for machine learning pipeline building" was invented by Lei Gao (Xian, China), Jin Wang (Xian, China), A Peng Zhang (Xian, China), Kai Li (Xian, China) and Matthew Wayne Howard (Racine, Minn.).
According to the abstract* released by the U.S. Patent & Trademark Office: "An embodiment for an improved method of automated version management for machine learning pipeline development is provided. The embodiment may compute a quality value of a target machine learning pipeline at a predetermined regular interval and automatically save updated versions of the target machine l...