Software-Engineering Design Patterns for Machine Learning Applications

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Abstract

In this study, a multivocal literature review identified 15 software-engineering design patterns for machine learning applications. Findings suggest that there are opportunities to increase the patterns’ adoption in practice by raising awareness of such patterns within the community.

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Washizaki, H., Khomh, F., Gueheneuc, Y. G., Takeuchi, H., Natori, N., Doi, T., & Okuda, S. (2022). Software-Engineering Design Patterns for Machine Learning Applications. Computer, 55(3), 30–39. https://doi.org/10.1109/MC.2021.3137227

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