Patent №
US 11,243,746
Granted
2022-02-08
Filed 2019
Owner
X DEVELOPMENT LLC
AI components
5
ml · nlp · vision · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16458713
Techniques are described herein for using artificial intelligence to “learn,” statistically, a target programming style that is imposed in and/or evidenced by a code base. Once the target programming style is learned, it can be used for various purposes. In various implementations, one or more generative adversarial networks (“GANs”), each including a generator machine learning model and a discriminator machine learning model, may be trained to facilitate learning and application of target programming style(s). In some implementations, the discriminator(s) and/or generator(s) may operate on graphical input, and may take the form of graph neural networks (“GNNs”), graph attention neural networks (“GANNs”), graph convolutional networks (“GCNs”), etc., although this is not required.
AI classification
Ownership
X DEVELOPMENT LLC
assignment · 496420635
Assignors
EVANGELOPOULOS, GEORGIOS, HATALSKY, OLIVIA, NI, BIN, ZHANG, QIANYU
On an employer assignment, the assignors are typically the inventors.