Machine Learning Methods are growing in popularity in every aspect of research and industry including Software Engineering. Within this group we aim to merge current state-of-the art practices in both areas to create new ways we develop and improve code.
Most of our solutions are implemented as either part of JetBrains IDE or as standalone plugins. For more detailed info on our current projects see this page.
Automated refactoring of object-oriented code using clustering ensemblesAAAI Workshop on Natural Language Processing for Software Engineering,
Detecting anomalies in Kotlin code2nd International Workshop on Machine Learning techniques for Programming Languages,
Data-based code synthesis in IntelliJ IDEASEIM'18,