Synthetic Health Data Generator

Overview

The project is organized in different folders:

• jupiter : It contains different Jupiter notebooks. Please refer to every single one for details.
• web-ui: It contains the application used to generate and evaluate synthetic data.

Web-ui

• The application should be launched by Docker. Here below some steps to run a Docker image:

  • Inside the root of the project directory run these commands:
    1. docker build -t streamlit .
    2. docker run -p 8501:8501 streamlit
  • After running the docker commands depicted abow, the application should be browsed at this address: http://0.0.0.0:8501

• For developers, here below the main libraries used to develop the application, for details please refer to their own documentation:

  • Streamlit used for ui development
  • SDV used for synthetic data generation