Quantum computing offers the potential to solve problems beyond the capabilities of classical systems. However, the presence of quantum noise stemming from environmental factors, hardware imperfections, and decoherence remains a significant challenge to the reliability and performance of quantum systems. Despite advancements like Microsoft's improvements in logical error rates, quantum noise continues to hinder progress.
This paper introduces QNEX, an interactive quantum noise visualization dashboard designed to help students, educators, and researchers better understand quantum noise. QNEX enables users to configure noise parameters and observe their effects in real-time.
Follow these steps to set up and run the project locally.
Ensure you have the following installed:
- Python (>= 3.11)
- Poetry (>= 2.0)
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Clone the repository:
git clone https://github.com/Typiqally/qnex.git cd qnex -
Install project dependencies using Poetry:
poetry install
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(Optional) If you wish to activate the virtual environment, use:
poetry shell
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Start the Dash application:
poetry run python qnex/dashboard/app.py
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Open your browser and navigate to:
http://127.0.0.1:8050