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 with which to develop and improve code.
Most of our solutions are implemented as plugins for JetBrains IDEs or stand-alone applications. More information on current projects here.
- Code Review with Deep Learning
- Learning to represent edits
- Using Variational Autoencoders for Summarization and Retrieval of Code Fragments