File List

Here is a list of all documented files with brief descriptions:

[detail level 12]

▼ kmeans
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	Perform k-means clustering
Matrix.hpp	Interface 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
remove_unused_centers.hpp	Remove unused k-means centroids
SimpleMatrix.hpp	Wrapper for a simple dense matrix