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Feature: Flower AI Installation and Initial Federated Learning Exploration #340

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SammyOina opened this issue Dec 16, 2024 · 1 comment
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@SammyOina
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Is your feature request related to a problem? Please describe.

Need to establish a practical understanding of federated learning through hands-on experience with Flower AI framework.

Describe the feature you are requesting, as well as the possible use case(s) for it.

Technical setup and initial exploration of Flower AI:

  • Install Flower AI in a controlled development environment
  • Successfully run basic federated learning examples (e.g., federated MNIST)
  • Document installation process and initial challenges
  • Create reproducible setup scripts
  • Explore integration possibilities for differential privacy and secure aggregation

Indicate the importance of this feature to you.

Must-have

Anything else?

  • Prepare a comprehensive setup guide
  • Create a troubleshooting document for potential installation issues
  • Develop initial proof-of-concept federated learning workflow
@dborovcanin
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dborovcanin commented Dec 18, 2024

We need to have a knowledge transfer/presentation session and document the work done and we will close this issue.

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