A large-scale comparative analysis of Coding Standard conformance in Open-Source Data Science projects

Author:

Simmons Andrew J.1,Barnett Scott1,Rivera-Villicana Jessica1,Bajaj Akshat1,Vasa Rajesh1

Affiliation:

1. Deakin University, Applied Artificial Intelligence Inst. Geelong, VIC, Australia

Publisher

ACM

Reference32 articles.

1. On the usage of pythonic idioms

2. Learning natural coding conventions

3. Brian Allbee. 2018. Hands-On Software Engineering with Python: Move beyond basic programming and construct reliable and efficient software with complex code. Packt Publishing Ltd. Brian Allbee. 2018. Hands-On Software Engineering with Python: Move beyond basic programming and construct reliable and efficient software with complex code. Packt Publishing Ltd.

4. Python Coding Style Compliance on Stack Overflow

5. Scott Barnett. 2017. Extracting Technical Domain Knowledge to Improve Software Architecture. Ph.D. Dissertation. Swinburne University of Technology. Scott Barnett. 2017. Extracting Technical Domain Knowledge to Improve Software Architecture. Ph.D. Dissertation. Swinburne University of Technology.

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3. Do Code Quality and Style Issues Differ Across (Non-)Machine Learning Notebooks? Yes!;2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM);2023-10-02

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