Loading patent…
AssigneeMicrosoft Technology Licensing, LLC
InventorsJoshua Bates Stevens, John S. Tilford, Guillermo Serrato Castilla, Srivatsn Narayanan, Simon Calvert, Mark Alistair Wilson-Thomas, Deborah Chen, Miltiadis Allamanis, Marc Manuel Johannes Brockschmidt, Kesavan Shanmugam
Estimating the term…
Improving how a codebase, which may include source code, related databases, test files, code history, and/or changes, is drafted, edited, debugged, or otherwise developed. Machine learning is performed on a model codebase to establish a machine learning model. When a change to a codebase occurs, the machine learning model may be applied to evaluate that change. A change context providing context for this change is accessed. An analyzer then analyzes the change using the machine learning model and at least a part of the change context to generate an analysis result. Some information about the result is rendered. After rendering that information, a determination regarding how a user responded to the information is performed, and a subsequent analysis is then modified based on the user's response.
A computer system comprising:
A method for improving user development of source code, the method being implemented by a computer system that includes one or more processors, the method comprising:
One or more hardware storage devices having stored thereon computer-executable instructions that are structured to be executable by one or more processors of a computer system to thereby cause the computer system to:
Dependencies are inferred from the claim text.