poporubeus/Q_Unsupervised

Repo containing a hybrid quantum kmeans where the quantum part is related only to the distance calculation between classical points and centroids. An integration with Lime library to focus on the interpretability of the model will be uploaded next.

Inside the qkd_class.py there is the implementation of the Quantum version of the Kmeans algorithm; while inside the comparison, a little test of both classical and quantum algorithm has been made.