Kmeans.hpp File Reference

#include <Eigen/Dense>
#include <mutable/mutable.hpp>
#include <vector>

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Namespaces
namespace	m
	‍mutable namespace

Typedefs
using	m::MatrixRXf = Eigen::Matrix< float, Eigen::Dynamic, Eigen::Dynamic, Eigen::RowMajor >

Functions
MatrixRXf M_EXPORT	m::kmeans_plus_plus (const Eigen::MatrixXf &data, unsigned k)
	Compute initial cluster centroids using k-means++ algorithm.
std::pair< std::vector< unsigned >, MatrixRXf > M_EXPORT	m::kmeans_with_centroids (const Eigen::MatrixXf &data, unsigned k)
	Clusters the given data according to the k-means algorithm.
std::vector< unsigned > M_EXPORT	m::kmeans (const Eigen::MatrixXf &data, unsigned k)
	Clusters the given data according to the k-means algorithm.