Published December 7, 2024 | Version v1
Software Open

Replication Package of Paper Titled: "Leveraging Data Characteristics for Bug Localization in Deep Learning Programs"

Authors/Creators

Description

This repository contains the source code of Theia, a benchmark used for empirical evaluation, patches applied to the buggy and normal models, posts used for mapping dataset characteristics with structural bugs, and details of the manual labeling process for the paper - "Leveraging Data Characteristics for Bug Localization in Deep Learning Programs".

 

Files

Theia.zip

Files (51.3 MB)

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Additional details

Identifiers

URL
https://github.com/Ruchira-1/Theia

Related works

Is published in
Journal article: 1049-331X (ISSN)

Dates

Accepted
2024-11-20

Software

Repository URL
https://github.com/Ruchira-1/Theia

References

  • 10.5281/zenodo.14292112