kmeans.hpp

#ifndef __KMEANS__HPP__
#define __KMEANS__HPP__

#include <cuv/basics/tensor.hpp>
namespace cuv{
namespace libs{
namespace kmeans{
        template<class __data_value_type, class __memory_space_type, class __memory_layout_type>
        void compute_clusters(cuv::tensor<__data_value_type, __memory_space_type, __memory_layout_type>& clusters,
                        const cuv::tensor<__data_value_type, __memory_space_type, __memory_layout_type>& data,
                        const cuv::tensor<typename cuv::tensor<__data_value_type, __memory_space_type, __memory_layout_type>::index_type,__memory_space_type>& indices);

        template<class __data_value_type, class __memory_space_type, class __memory_layout_type>
        void sort_by_index(cuv::tensor<__data_value_type, __memory_space_type, __memory_layout_type>& res,
                        cuv::tensor<typename cuv::tensor<__data_value_type, __memory_space_type, __memory_layout_type>::index_type,__memory_space_type>& indices,
                        const cuv::tensor<__data_value_type, __memory_space_type, __memory_layout_type>& data);
} } }
#endif /* __KMEANS__HPP__ */