SemiDiscreteOT 1.0
Semi-Discrete Optimal Transport Library
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Namespaces | Macros | Functions
dkm_parallel.hpp File Reference
#include <algorithm>
#include <array>
#include <cassert>
#include <cstddef>
#include <cstdint>
#include <random>
#include <tuple>
#include <type_traits>
#include <vector>
#include "dkm.hpp"
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Go to the source code of this file.

Namespaces

namespace  dkm
 
namespace  dkm::details
 

Macros

#define DKM_PARALLEL_KMEANS_H
 

Functions

template<typename T , size_t N>
std::vector< T > dkm::details::closest_distance_parallel (const std::vector< std::array< T, N > > &means, const std::vector< std::array< T, N > > &data)
 
template<typename T , size_t N>
std::vector< std::array< T, N > > dkm::details::random_plusplus_parallel (const std::vector< std::array< T, N > > &data, uint32_t k, uint64_t seed)
 
template<typename T , size_t N>
std::vector< uint32_t > dkm::details::calculate_clusters_parallel (const std::vector< std::array< T, N > > &data, const std::vector< std::array< T, N > > &means)
 
template<typename T , size_t N>
std::tuple< std::vector< std::array< T, N > >, std::vector< uint32_t > > dkm::kmeans_lloyd_parallel (const std::vector< std::array< T, N > > &data, const clustering_parameters< T > &parameters)
 
template<typename T , size_t N>
std::tuple< std::vector< std::array< T, N > >, std::vector< uint32_t > > dkm::kmeans_lloyd_parallel (const std::vector< std::array< T, N > > &data, uint32_t k, uint64_t max_iter=0, T min_delta=-1.0)
 

Macro Definition Documentation

◆ DKM_PARALLEL_KMEANS_H

#define DKM_PARALLEL_KMEANS_H

Definition at line 5 of file dkm_parallel.hpp.