np_init_clusters.h

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#pragma once

#include <random>

#include <Eigen/Dense>

#include <statistics/distribution.h>

#include <membertrix.h>

#include <np_cluster.h>

class InitClusters {
    private:
        std::default_random_engine _generator;

        distribution_t &  _nonparametrics;

        std::uniform_real_distribution<double> _distribution;

        // verbosity
        char _verbosity;
    public:
        InitClusters(
                random_engine_t & generator,
                distribution_t & nonparametrics
                );

        void init(
                membertrix & cluster_matrix,
                int K
            );
};