DaveKeehl / DL4SE

Building Training Datasets for Deep Learning Models in Software Engineering

DL4SE

The DL4SE tool allows to easily create large-scale datasets that can be used to either run MSR studies or to train DL models to automate SE tasks.

Contents

This project contains several modules:

• dl4se-model: A module containing domain model classes used for mapping the relational database structure to the programming
• environment;
• dl4se-crawler: A standalone crawler application that we use to mine Java source code from GitHub repositories indexed by GitHub Search;
• dl4se-src2abs: A modification of Michele Tufano's src2abs, changed for more convenient integration into the overall platform;
• dl4se-server: A Spring Boot server application that acts as our platform back-end;
• dl4se-website: A front-end web-application written in Vue.

Installation and Usage

This section will detail the necessary actions for setting up and running the project locally on your machine.

Environment

Database

Usage

Dockerization

License

MIT

FAQ

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