MLCatchUp: Automated Update of Deprecated Machine-Learning APIs in Python

Stefanus A. Haryono,Ferdian Thung,David Lo,Julia Lawall,Lingxiao Jiang

2021 IEEE International Conference on Software Maintenance and Evolution (ICSME)（2021）

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摘要

Machine learning (ML) libraries are gaining vast popularity, especially in the Python programming language. Using the latest version of such libraries is recommended to ensure the best performance and security. When migrating to the latest version of a machine learning library, usages of deprecated APIs need to be updated, which is a time-consuming process. In this paper, we propose MLCatchUp, an ...

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Software maintenance,Codes,Conferences,Machine learning,Tools,Libraries,Security

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