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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