numkit-doxy/lloyds_8hpp_source.html

// toolboxes/comm/include/nk/comm/source/lloyds.hpp

//

// Lloyd-Max scalar quantizer designer.


#pragma once


#include <memory_resource>

#include <nk/value/value.hpp>

#include <tuple>


namespace nk::comm {


std::tuple<Value, Value, double, double>

lloyds(const Value &training_set, const Value &ini_codebook,

       double tol = 1e-7,

       std::pmr::memory_resource *mr = nullptr);


} // namespace nk::comm

nk::Value
Core MATLAB-compatible multidimensional array and scalar value type.
Definition value.hpp:61

nk::comm::lloyds
std::tuple< Value, Value, double, double > lloyds(const Value &training_set, const Value &ini_codebook, double tol=1e-7, std::pmr::memory_resource *mr=nullptr)
Lloyd-Max scalar quantizer designer ([partition, codebook, distor, rel] = lloyds(training,...