https://github.com/simonsfoundation/sdp_kmeans

https://github.com/simonsfoundation/sdp_kmeans

Last synced: 12 months ago
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• Host: GitHub
• URL: https://github.com/simonsfoundation/sdp_kmeans
• Owner: simonsfoundation
• License: bsd-3-clause
• Created: 2017-02-22T18:32:59.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2018-11-17T15:32:32.000Z (over 7 years ago)
• Last Synced: 2025-07-01T03:04:10.236Z (12 months ago)
• Language: Python
• Size: 101 KB
• Stars: 11
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
The sdp_kmeans repository contains the code corresponding to the paper:

    Mariano Tepper, Anirvan Sengupta, Dmitri Chklovskii

    The surprising secret identity of the semidefinite relaxation of K-means: manifold learning, 2017

Dependencies: cvxpy matplotlib numpy pillow scipy seaborn

Copyright (c) 2017 by Mariano Tepper, Flatiron Institute, Simons Foundation