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Published 20 hours ago • verified publisher icon qiskit-community

Clustering Malaria drugs images using Max-cut algorithm

Open waheeda-saib opened this issue 5 years ago • 17 comments

Abstract

Q-means is an unsupervised machine learning approach that is the quantum version of of the K-means clustering algorithm. The proposed q-means offers an exponential speedup in the number of points of the dataset as compared to the classical k-means algorithm. This method will applied to a malaria drug dataset to explore drug similarity

Members

  • @githubhandle - @waheeda_saib
  • @githubhandle - Slack: @wsaib email: [email protected]
  • Qiskit Coach: @fifimatu

Deliverable

An aqua module and paper

GitHub repo

waheeda-saib avatar Dec 12 '19 05:12 waheeda-saib