/QKNN

A Quantum K-Nearest Neighbors classifier

Primary LanguagePython

QKNN

A Quantum K nearest neighbour based on the paper

Quantum Algorithm for K-Nearest Neighbors Classification Based on the Metric of Hamming Distance by Yue Ruan Xiling Xue Heng Liu Jianing Tan Xi Li

This implementation condiders a dataset of numbers 0-8 in binary form and classify it into even or odd. the results are not stable as the vector dimension of data point is 3 and the number of points are 6 (too low!!)

reqirement = {
    'qiskit-terra': '0.16.1', 
    'qiskit-aer': '0.7.1', 
    'qiskit-ignis': '0.5.1', 
    'qiskit-ibmq-provider': '0.11.1', 
    'qiskit-aqua': '0.8.1', 
    'qiskit': '0.23.1'
}