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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

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