Metadata-Version: 2.1
Name: FederatedCryptix
Version: 1.0.0
Summary: FederatedCryptix is an innovative and modular framework designed for federated learning with a strong focus on cryptographic security.
Home-page: https://github.com/mehrdaddjavadi/FederatedCryptix
Author: Mehrdad Javadi
Author-email: mehrdaddjavadi@gmail.com
License: UNKNOWN
Description: # FederatedCryptix
        
        ## Overview
        
        This repository contains a federated learning framework that enables collaborative training of machine learning models across multiple devices while preserving data privacy.
        
        ## Folder Structure
        
        - **config/**: Configuration files for models and training parameters.
        - **encryption/**: Contains encryption and decryption logic using TenSEAL.
        - **models/**: Model implementations for TensorFlow and PyTorch.
        - **communication/**: Manages WebSocket communication.
        - **server/**: Central server implementation.
        - **clients/**: Client device implementation.
        - **utils/**: Utility functions and decorators.
        - **logs/**: Log files for server and clients.
        - **main_server.py**: Entry point to start the central server.
        - **main_client.py**: Entry point to start a client device.
        
        ## Getting Started
        
        ### Central Server
        
        1. Install dependencies:
           ```sh
           pip install -r requirements.txt
           ```
        
Keywords: federated learning,machine learning,deep learning,active learning,encryption,homomorphic encryption,FederatedCryptix
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.6
Description-Content-Type: text/markdown
