utils/math/kmeans.hpp File Reference

#include "genesis/utils/core/logging.hpp"
#include "genesis/utils/core/options.hpp"
#include "genesis/utils/math/random.hpp"
#include <algorithm>
#include <cassert>
#include <cstddef>
#include <functional>
#include <limits>
#include <random>
#include <stdexcept>
#include <string>
#include <unordered_set>
#include <utility>
#include <vector>

Go to the source code of this file.

Classes
class	Kmeans< Point >
struct	KmeansClusteringInfo
	Helper POD that stores the variances and number of data points of each centroid, as well as the distances from all data points to their assigned centroids. More...

Namespaces
	genesis
	Container namespace for all symbols of genesis in order to keep them separate when used as a library.
	genesis::utils

Enumerations
enum	KmeansInitializationStrategy { kRandomAssignments, kRandomCentroids, kKmeansPlusPlus, kNone }
	Enum of the initialization strategies offered by the Kmeans implementation. More...