Unveiling the mystery of API evolution in deep learning frameworks: A case study of Tensorflow 2

Unveiling the mystery of API evolution in deep learning frameworks: A case study of Tensorflow 2

API developers have been working hard to evolve APIs to provide more simple, powerful, and robust API libraries. Although API evolution has been studied for multiple domains, such as Web and Android development, API evolution for deep learning frameworks has not yet been studied. It is not very clea...

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Bibliographic Details
Main Authors: ZHANG, Zejun, YANG, Yanming, XIA, Xin, LO, David, REN, Xiaoxue, GRUNDY, John C.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
API documentation
API evolution
deep learning
Tensorflow 2
Artificial Intelligence and Robotics
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/6880
https://ink.library.smu.edu.sg/context/sis_research/article/7883/viewcontent/Unveiling_the_Mystery_of_API_Evolution_in_Deep_Learning_Frameworks_A_Case_Study_of_Tensorflow_2.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/6880
https://ink.library.smu.edu.sg/context/sis_research/article/7883/viewcontent/Unveiling_the_Mystery_of_API_Evolution_in_Deep_Learning_Frameworks_A_Case_Study_of_Tensorflow_2.pdf

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