kmeans
A C++ library for k-means
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kmeans Directory Reference

Files

 compute_wcss.hpp
 Compute within-cluster sum of squares.
 
 Details.hpp
 Report detailed clustering statistics.
 
 Initialize.hpp
 Interface for k-means initialization.
 
 InitializeKmeanspp.hpp
 Class for kmeans++ initialization.
 
 InitializeNone.hpp
 Class for no initialization.
 
 InitializeRandom.hpp
 Class for random initialization.
 
 InitializeVariancePartition.hpp
 k-means initialization with variance partitioning.
 
 kmeans.hpp
 Implements the full k-means clustering procedure.
 
 MockMatrix.hpp
 Expectations for matrix inputs.
 
 parallelize.hpp
 Utilities for parallelization.
 
 Refine.hpp
 Interface for k-means refinement.
 
 RefineHartiganWong.hpp
 Implements the Hartigan-Wong algorithm for k-means clustering.
 
 RefineLloyd.hpp
 Implements the Lloyd algorithm for k-means clustering.
 
 RefineMiniBatch.hpp
 Implements the mini-batch algorithm for k-means clustering.
 
 SimpleMatrix.hpp
 Wrapper for a simple dense matrix.