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Developing Elementary Federated Learning Algorithms Leveraging the ChatGPT

7 December 2023
Miroslav Popovic
M. Popovic
I. Kastelan
Miodrag Djukic
I. Basicevic
    FedML
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Abstract

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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