nhasabni/thesis

Repository for the master thesis: Using Deep Learning to Detect Off-by-One Errors in Java Source Code

Using Deep Learning to Detect Off-by-One Errors in Java Source Code

This repository contains the data and code to replicate Master's Thesis on models of source code that find off-by-one erros in Java source code.

Quick Start

There are 3 different models:

• Code2Seq
• Code2Vec
• GREAT
• Baseline
• Bugram

You can find documentation on using them in their respective folders.

Source Code for Demo Webpage

Offside webpage contains files for a demo web-page to illustrate the working of the Code2Seq based model. See the folder for additional information.