lhs.hpp

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// toolboxes/stats/include/nk/stats/sampling/lhs.hpp
//
// Latin Hypercube sampling.
 
#pragma once
 
#include <cstddef>
#include <memory_resource>
#include <nk/value/value.hpp>
 
namespace nk {

 namespace ops { class RngContext; } }
 
namespace nk::stats {

enum class LhsCriterion {
    None,           
    Maximin,        
    Correlation,    
};

Value lhsdesign(::nk::ops::RngContext &rng, std::size_t n, std::size_t p,
                bool smooth, LhsCriterion criterion, std::size_t iterations,
                std::pmr::memory_resource *mr = nullptr);

Value lhsdesign(::nk::ops::RngContext &rng, std::size_t n, std::size_t p,
                std::pmr::memory_resource *mr = nullptr);

Value lhsnorm(::nk::ops::RngContext &rng, const Value &mu, const Value &Sigma, std::size_t n,
              std::pmr::memory_resource *mr = nullptr);
 

} // namespace nk::stats