c2siorg / WebFL

WebGPU for Federated Learning

WebFL

WebGPU for Federated Learning

Overview

This project is a web application built with React and a Python backend. The project structure includes both frontend and backend components, with dependencies managed via Node.js and Python virtual environments.

Project Structure

• Frontend: The React application is located in the /client directory.
• Backend: The Python server is located in the /server directory.

Setup Instructions

Prerequisites

• Node.js (v18+) and npm (or yarn)
• Python (tested on v3.10) and virtualenv

Frontend Setup

1. Install dependencies:

   cd client & npm install
   # or
   cd client & yarn install

2. Start the development server:

   npm start
   # or
   yarn start

Backend Setup

1. Navigate to the server directory:

   cd server

2. Create a virtual environment:

   python -m venv venv

3. Activate the virtual environment:

   • On macOS/Linux:

     source venv/bin/activate

   • On Windows:

     .\venv\Scripts\activate

4. Install dependencies:

   pip install -r requirements.txt

5. Start the Python server:

   flask run