Toward efficient data science: A comprehensive MLOps template for collaborative code development and automation

In the era of big data analytics and AI applications, data provenance is as important as ever, particularly as applications emerge in vital industries like healthcare. Additionally, as the suites of tools and packages grow exponentially, code transparency and experiment record keeping are essential...

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Bibliographic Details
Main Authors: Ryan C. Godwin, Ryan L. Melvin
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:SoftwareX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711024000943