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TensorFlow-based implementation of k-means, k-means++ and tunnel k-means. GPU-enabled.

Project description

kmeanstf

TensorFlow-based implementations of the following algorithms:

  • k-means with random initialization (Lloyd, 1982)
  • k-means++ (Arthur and Vassilvitskii, 2006)
  • tunnel k-means (Fritzke, to appear)

Documentation: https://kmeanstf.readthedocs.io/en/latest/

Example of tunnel k-means at work:

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