Refine.hpp

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#ifndef KMEANS_REFINE_HPP
#define KMEANS_REFINE_HPP
 
#include "Details.hpp"
#include "Matrix.hpp"
 
namespace kmeans {
 
template<typename Index_, typename Data_, typename Cluster_, typename Float_, typename Matrix_ = Matrix<Index_, Data_> >
class Refine {
public:
    Refine() = default;
    Refine(Refine&&) = default;
    Refine(const Refine&) = default;
    Refine& operator=(Refine&&) = default;
    Refine& operator=(const Refine&) = default;
    virtual ~Refine() = default;
 
    static_assert(std::is_same<decltype(std::declval<Matrix_>().num_observations()), Index_>::value);
    static_assert(std::is_same<typename std::remove_pointer<decltype(std::declval<Matrix_>().new_extractor()->get_observation(0))>::type, const Data_>::value);
    virtual Details<Index_> run(const Matrix_& data, Cluster_ num_centers, Float_* centers, Cluster_* clusters) const = 0;
};
 
}
 
#endif