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🚀 Federix

Welcome to Federix! 🎉
A Python-based project designed to implement federated strategies and visualizations for distributed systems.


🌟 Features

  • 🔧 Centralized Strategy: Implements centralized federated learning strategies (Centralized.py).
  • Client-Side Federated Strategies: Handles client-side operations for federated learning (FedStrats_client.py).
  • 🌐 Server-Side Federated Strategies: Manages server-side operations for federated learning (FedStrats_server.py).
  • 📊 Visualization: Provides tools for visualizing federated learning results (visualization.py).

🛠️ Project Structure

  • Centralized.py: Contains centralized federated learning strategies.
  • FedStrats_client.py: Implements client-side federated learning logic.
  • FedStrats_server.py: Implements server-side federated learning logic.
  • visualization.py: Includes visualization tools for analyzing results.
  • README.md: Documentation for the project.

Made with ❤️ by Atharva-Jayappa

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A python project to implement centralized and federated deep learning strategies over a dataset

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