2023 IEEE 19th International Conference on E-Science (E-Science) 2023
DOI: 10.1109/e-science58273.2023.10254843
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RepoGraph: A Novel Semantic Code Exploration Tool for Python Repositories Based on Knowledge Graphs and Deep Learning

Christopher Williams,
Rosa Filgueira

Abstract: This work presents RepoGraph, an integrated semantic code exploration web tool that combines information extraction, knowledge graphs, and deep learning models. It offers new capabilities for software developers (from academia and industry) to represent and query Python repositories. Unlike existing tools, RepoGraph not only provides a novel search interface powered by deep learning techniques but also exposes the underlying features and representations of repositories to users. Additionally, it offers several… Show more

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