clustering/seeder_8h_source.html

#pragma once


#include <concepts>

#include <cstddef>

#include <cstdint>


#include "clustering/math/thread.h"

#include "clustering/ndarray.h"


namespace clustering::kmeans {


template <class S, class T>


concept SeederStrategy =

    std::default_initializable<S> &&

    requires(S &seeder, const NDArray<T, 2> &X, std::size_t k, std::uint64_t seed, math::Pool pool,

             NDArray<T, 2> &outCentroids) {

      { seeder.run(X, k, seed, pool, outCentroids) };

    };


} // namespace clustering::kmeans

clustering::NDArray
Represents a multidimensional array (NDArray) of a fixed number of dimensions N and element type T.
Definition ndarray.h:136

clustering::kmeans::SeederStrategy
Contract for the seeder that produces initial centroids for the Lloyd driver.
Definition seeder.h:23

clustering::kmeans
Definition afkmc2_seeder.h:14

ndarray.h

clustering::math::Pool
Thin injection wrapper around a BS::light_thread_pool.
Definition thread.h:63

thread.h