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Quantum & Classical Analysis of Insurance Claims

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InsureQ

InsureQ is a framework for comparing various quantum and classical machine learning models. Currently, it supports comparisons using the IRIS dataset, but future versions will allow comparisons on insurance claim datasets.

Installation

Backend

  1. Install dependencies using Poetry:
    poetry install
  2. Use the virtual environment.
    poetry shell
  3. Start the backend server:
    python3 src/manage.py

Frontend

  1. Install npm if not already installed.

  2. Navigate to insureq_frontend and install the required dependencies:

npm install
  1. Start the frontend server:
npm start

Future Features

  • Support for insurance claim datasets.
  • Expanded comparison capabilities across different machine learning models. Let me know if you'd like any additional sections or modifications!

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Quantum & Classical Analysis of Insurance Claims

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