A survey on machine learning techniques applied to source code

Tushar Sharma, Maria Kechagia, Stefanos Georgiou, Rohit Tiwari, Indira Vats, Hadi Moazen, Federica Sarro

Abstract: Highlights•The use of ML techniques is constantly increasing for source code analysis.•A wide range SE tasks involving source code analysis use ML.•The study identifies challenges in the field and potential mitigations.•We identify commonly used datasets and tools used in the field.

External IDs:dblp:journals/jss/SharmaKGTVMS24