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Quantum Sonar

Description

Quantum Sonar is a quantum algorithm that uses Grover's algorithm to search for a target state in a quantum database. The algorithm is implemented in Qiskit and uses the IBM Quantum Experience to run the quantum circuits.
Created on FIT Quantum Hackathon 2024.

Docs and References

References

Docs

Stack

  • Python
  • Qiskit
  • Qiskit Machine Learning
  • IBM quantum experience
  • Matplotlib
  • Numpy
  • Pandas

Technologies

  • Quantum Computing
  • Quantum Machine Learning Algorithms
  • PCA
  • SVM
  • zzPhiFeatureMap
  • pauliFeatureMap
  • zzFeatureMap
  • zFeatureMap

Install prerequisites

Use Python 3.9+

python -m venv .venv

source .venv/bin/activate

pip install -r requirements.txt

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Authors

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