Job Assignment Streamlit App

This is a Streamlit-based web application that uses the Hungarian Algorithm to solve job assignment problems. The app allows users to minimize or maximize assignment costs by manually entering data or uploading a CSV file.

Features

• Manual Entry: Input the cost matrix manually.
• CSV Upload: Upload a CSV file containing the cost matrix.
• Optimization: Choose between cost minimization and maximization.
• Visualization: Displays the cost matrix and optimal assignments.

Technologies Used

• Streamlit (UI Framework)
• NumPy (Matrix Operations)
• Pandas (Data Handling)
• SciPy (Hungarian Algorithm)

Installation

• Clone the Repository

    git clone https://github.com/subhasishsaha/assignment-application.git
    cd assignemnt-application

• Install Dependencies

   pip install -r requirements.txt

• Run the Application

    streamlit run app.py

CSV File Format

If using a CSV file, ensure the format is number of jobs in row, and number of workers in column

How It Works

• Choose input method (Manual or CSV).
• Enter the cost matrix.
• Select Minimize or Maximize.
• Click Generate.
• View the optimal assignments and total cost.