Q-means

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

Authors

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

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

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

Name		Name	Last commit message	Last commit date
Latest commit History 48 Commits
clean_code		clean_code
LICENSE		LICENSE
Q-Means.pptx		Q-Means.pptx
README.md		README.md
circuit-with-scale.png		circuit-with-scale.png
circuit-without-scale.png		circuit-without-scale.png
datasets.py		datasets.py
k-means.ipynb		k-means.ipynb
k-means.py		k-means.py
kmeans_data.csv		kmeans_data.csv
q-means.ipynb		q-means.ipynb
q-means.py		q-means.py
q_distance.py		q_distance.py
time_benchmarks.py		time_benchmarks.py
visualizer.ipynb		visualizer.ipynb
visualizer.py		visualizer.py