Developing Elementary Federated Learning Algorithms Leveraging the ChatGPT

2023 31st Telecommunications Forum (TELFOR)(2023)

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摘要
The Python Testbed for Federated Learning Algorithms is a simple Python FL framework easy to use by ML AI developers who do not need to be professional programmers, and this paper shows that it is also amenable to emerging AI tools. In this paper, we successfully developed three elementary FL algorithms using the following three steps process: (i) specify context, (ii) ask ChatGPT to complete server and clients' callback functions, and (iii) verify the generated code.
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关键词
decentralized intelligence,federated learning,Python,ChatGPT,software development
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