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Backpropagation in Python

This project implements a backpropagation neural network for the Environmental Effect on Egg Production dataset.

Requirements

Make sure you have Python installed

pip install -r requirements.txt

Quick Start

  1. Compile the Model

    python model/backpropagation.py

  2. Run the Flask App

    python app/app.py

Dataset

The dataset used in this project is the Environmental Effect on Egg Production, licensed under CC0: Public Domain.

Project Structure

  • app/ — Flask application files
  • model/ — Backpropagation logic/scripts
  • Egg_Production.csv — Dataset file
  • requirements.txt — Python dependencies