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Pythonic vs Refactorable Pythonic: On the relationship between Pythonic idioms and code quality in machine learning projects

delete2026-01-16
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OA
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G
Gerardo Festa
G
Giammaria Giordano *
V
Valeria Pontillo
M
Massimiliano Di Penta
D
Damian A. Tamburri
F
Fabio Palomba
DOI：10.1016/j.infsof.2025.108009delete
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摘要

摘要

En 中文
Python正因其丰富的库生态系统和对可读性的重视，而日益成为开发机器学习（ML）系统的通用语言。在此背景下，Pythonic习语被视为支持代码可维护性和高效性的风格惯例。相反，Refactorable-Pythonic习语指的是能够重构为更符合Python习惯的模式，从而在可维护性、性能和清晰度方面提升代码质量。
Keyword:
Software quality
Software engineering for artificial intelligence
Software maintenance and evolution
Empirical software engineering
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Information and Software Technology
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gran sasso science institute
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