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08/08/2023
A Dataset and Analysis of Open-Source Machine Learning Products
Machine learning (ML) components are increasingly incorporated into soft...
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03/31/2023
A Meta-Summary of Challenges in Building Products with ML Components – Collecting Experiences from 4758+ Practitioners
Incorporating machine learning (ML) components into software products ra...
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04/13/2022
Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability
Machine learning models have been widely developed, released, and adopte...
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10/19/2021
Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process
The introduction of machine learning (ML) components in software project...
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08/12/2021
SysMap: A Lightweight Software Visualization Tool to Analyze the Software Evolution of a System
Software visualization helps to comprehend the system by providing a viv...
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11/18/2020