An Extension of CodeFeedr

CodeFeedr is a Mining Software Repository (MSR) tool designed to efficiently mine massive amounts of streaming data of projects from various sources using Flink’s streaming framework in combination with Kafka. Commissioned by researchers at TU Delft on the field of Data Science and Software Engineering, the goal of this project was to expand...

A Case for Deep Learning in Mining Software Repositories

Repository mining researchers have successfully applied machine learning in a variety of<br/>scenarios.  However, the use of deep learning in repository mining tasks is still in its infancy.<br/>In this thesis, we describe the advantages and disadvantages of using deep learning in mining software repository research and demonstrate these by...

fine-GRAPE: Fine-Grained APi usage Extractor An Approach and Dataset to Investigate API Usage

An Application Programming Interface (API) provides a specific set of functionalities to a developer, with the aim of enabling reuse. APIs have been investigated from different angles such as popularity usage and evolution, to get a better understanding of their various characteristics. For such studies software repositories are mined for API...