Hidden Technical Debt in Machine Learning Systems - NIPS
This paper argues it is dangerous to think of these quick wins as coming for free. Using the software engineering framework ... by refactoring code, improving unit tests, deleting dead code, reducing dependencies, tightening APIs, and improving documentation [8].
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