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CS328 - Introduction to Data Science

Sampling Techniques for better performance of KMeans Algorithm We have implemented the following algorithms in a fairly successful manner:

  • Uniform Sampling
  • Leverage Score based Sampling
  • Volume Sampling
  • Light Weight Coresets based Sampling

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Various sampling methods to speed up clusterring

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