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Replication Package of the ESEC/FSE 2023 Paper Entitled "Design by Contract for Deep Learning APIs'"

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 21 Aug 2023 English Publisher:Zenodo
Authors: Ahmed, Shibbir; Imtiaz, Sayem Mohammad; Khairunnesa, Samantha Syeda; Cruz, Breno Dantas; Rajan, Hridesh;

doi: 10.5281/zenodo.8271853 , 10.5281/zenodo.8271115 , 10.5281/zenodo.8271116 , 10.5281/zenodo.8271646

Replication Package of the ESEC/FSE 2023 Paper Entitled "Design by Contract for Deep Learning APIs'"

Abstract

This repository contains the reproducibility package, source code, benchmark, and results for the paper - "Design by Contract for Deep Learning APIs", which appeared in ESEC/FSE’2023: The 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering at San Francisco, California.

The replication packages and results are available in this GitHub repository [https://github.com/shibbirtanvin/DLContract] that can be leveraged by further research.

Related Organizations
Keywords

Specification language, Deep learning, API contracts

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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