/q-means

Quantic implementation of the k-means clustering algorithm

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Q-means

License

Quantum version of the k-means algorithm where the distance is approximated using Qiskit simulator for the Qiskit Hackaton Madrid

Authors

  • David Morcuende-Cantador
  • Carlos Villacampa-Calvo
  • Pablo Díez-Valle
  • Carlos García-Alvarado
  • Boris Villazón-Terrazas

See also the list of contributors who participated in this project.

License

This project is licensed under the Apache License 2.0 - see the LICENSE.md file for details

References

Kerenidis et al. q-means: A quantum algorithm for unsupervised machine learning, 2018 https://arxiv.org/pdf/1812.03584.pdf