Amazon Technologies, Inc.

John Sitar

Ryan Paul Thomas

Stephanie Moyerman

Fletcher Liverance

Donald Erik Schneider

Alex Guazzelli

David Said Martinez

Ramesh Sekaran

Methods, systems, and computer-readable media for unified code and data management for machine learning models are disclosed. A plurality of dependency graphs, including a first dependency graph and a second dependency graph, are generated. The graphs comprise nodes associated with a software development model or machine learning model, and the nodes represent transforms. One or more transforms of the first dependency graph are used to generate first output corresponding to a node in the second dependency graph. One or more transforms of the second dependency graph are used to generate second output based at least in part on the first output.

Unified code and data management for model development

Growing community of inventors

Seattle, WA, United States of America

John Sitar