/ErrorMit

Primary LanguageJupyter Notebook

ErrorMit README.txt

GitHub license

Overview

Mitiq Error Mitigation Tool

Compare and assess quantum error mitigation (QEM) techniques using Mitiq's Python package. This project introduces a pipeline, tests, and GUI to evaluate QEM methods' performance and computational overhead across different algorithms and noise models.

Background

NISQ devices suffer from noise, making computation unreliable. Mitiq, developed by the Unitary Fund, offers QEM implementations. This project creates a pipeline and GUI to compare QEM techniques' performance and computational overhead, aiding users in selecting the most suitable method.

Usage

  1. Clone the repository:

    git clone https://github.com/your-username/ErrorMit.git
  2. Install dependencies:

    pip install -r requirements.txt
  3. Run the application:

    python main.py

Acknowledgements

  • Unitary Fund

  • University of Washington