https://github.com/adithaker/falafel

🤖 A from-scratch implementation of a small scaled federated learning application.
https://github.com/adithaker/falafel

cli-app distributed-systems federated-learning logistic-regression python scikit-learn

Last synced: about 2 months ago
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🤖 A from-scratch implementation of a small scaled federated learning application.

• Host: GitHub
• URL: https://github.com/adithaker/falafel
• Owner: ADIthaker
• Created: 2024-04-28T23:51:03.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2024-05-28T00:04:10.000Z (about 2 years ago)
• Last Synced: 2025-01-12T07:16:43.134Z (over 1 year ago)
• Topics: cli-app, distributed-systems, federated-learning, logistic-regression, python, scikit-learn
• Language: Python
• Homepage:
• Size: 4.06 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
FaLaFel: A (very small scale and restrictive) Federated Learning Framework

  ![System Architecture](./Distributed_Systems-images-0.jpg)

  ![System Architecture](./Distributed_Systems-images-1.jpg)

  ![System Architecture](./Distributed_Systems-images-2.jpg)

  ![System Architecture](./Distributed_Systems-images-3.jpg)

  ![System Architecture](./Distributed_Systems-images-4.jpg)