CppKmeans/Initialize_8hpp_source.html

#ifndef KMEANS_INITIALIZE_HPP

#define KMEANS_INITIALIZE_HPP


#include "SimpleMatrix.hpp"


namespace kmeans {


template<class Matrix_ = SimpleMatrix<double, int>, typename Cluster_ = int, typename Float_ = double>


class Initialize {

public:

    virtual ~Initialize() = default;

    virtual Cluster_ run(const Matrix_& data, Cluster_ num_centers, Float_* centers) const = 0;

};


}


#endif

SimpleMatrix.hpp
Wrapper for a simple dense matrix.

kmeans::Initialize
Base class for initialization algorithms.
Definition Initialize.hpp:22

kmeans::Initialize::run
virtual Cluster_ run(const Matrix_ &data, Cluster_ num_centers, Float_ *centers) const =0

kmeans
Namespace for k-means clustering.
Definition compute_wcss.hpp:12