kmeans
k-means clustering in C++
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InitializeVariancePartition.hpp File Reference

k-means initialization with variance partitioning. More...

#include <vector>
#include <algorithm>
#include <numeric>
#include <queue>
#include <cstddef>
#include "sanisizer/sanisizer.hpp"
#include "Initialize.hpp"
#include "Matrix.hpp"
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Classes

struct  kmeans::InitializeVariancePartitionOptions
 Options for InitializeVariancePartition. More...
 
class  kmeans::InitializeVariancePartition< Index_, Data_, Cluster_, Float_, Matrix_ >
 Implements the variance partitioning method of Su and Dy (2007). More...
 

Namespaces

namespace  kmeans
 Perform k-means clustering.
 

Detailed Description

k-means initialization with variance partitioning.