K-Means algorithm in TensorFlow

K-means algorithm: Theory

Illustrating the clustering process.

K-means algorithm: Practice

Customized k-means

k-means result example. Dots are cluster points, crosses are cluster centroids.
k-means result example. Percentage variation of the centroids with respect to the previous step.

Native TensorFlow k-means




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We are teaching, researching and consulting parallel programming on Graphics Processing Units (GPUs) since the delivery of CUDA. We also play Matlab and Python.