|engl. Beschreibung/ Kurzkommentar
Deep Learning for Code Completion
In this interactive seminar, students will learn the current state of the art in code completion, API suggestion, auto repair, and program synthesis. The main focus will be on advanced machine-learning techniques involving natural language processing, neural nets, and genetic algorithms.
The students will read 2-4 papers, extract the key ideas, and present them to their colleagues. Depending on the papers and tasks, the students will either implement the networks or write a summary report about them.