JavaDatasetCleaner

This Maven Project prepares the Funcom Filtered dataset of Java method-comment pairs for neural source code summarisation using the NeuralCodeSum model.

NeuralCodeSum: Paper.

Funcom: Paper.

Work so Far

This project currently compiles the data in a JSON form for further processing if desired, and in the form needed for the official implementation of NeuralCodeSum.

Usage

Contained within this project is a graphical implementation of the preprocessing code (JavaDatasetPreprocessorGUI.java). However, you can also import the project into your own Java class.

Java Example

importuk.ac.lancs.scc.phd.jesse.*;
publicclassClean
{
publicstaticvoidmain(String[] args)
{
JavaDatasetPreprocessorjDP = newJavaDatasetPreprocessor(args[0]);
}
}