Sync public subset from Flux
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76
include/numerics/matclip.h
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76
include/numerics/matclip.h
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#pragma once
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#include "./utils/matrix.h"
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namespace numerics{
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template <typename T>
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void inplace_matclip_high(utils::Matrix<T>& A, T high){
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uint64_t rows = A.rows();
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uint64_t cols = A.cols();
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for (uint64_t i = 0; i < rows; ++i){
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for (uint64_t j = 0; j < cols; ++j){
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if (A(i,j) > high){
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A(i,j) = high;
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}
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}
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}
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}
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template <typename T>
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void inplace_matclip_low(utils::Matrix<T>& A, T low){
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uint64_t rows = A.rows();
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uint64_t cols = A.cols();
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for (uint64_t i = 0; i < rows; ++i){
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for (uint64_t j = 0; j < cols; ++j){
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if (A(i,j) < low){
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A(i,j) = low;
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}
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}
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}
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}
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template <typename T>
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void inplace_matclip(utils::Matrix<T>& A, T low, T high){
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uint64_t rows = A.rows();
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uint64_t cols = A.cols();
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for (uint64_t i = 0; i < rows; ++i){
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for (uint64_t j = 0; j < cols; ++j){
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if (A(i,j) > high){
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A(i,j) = high;
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}else if (A(i,j) < low){
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A(i,j) = low;
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}
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}
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}
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}
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template <typename Td, typename Ti>
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utils::Matrix<Td> matclip_high(const utils::Matrix<Ti>& A, Td high){
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utils::Matrix<Td> B = A;
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inplace_matclip_high(B, high);
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return B;
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}
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template <typename Td, typename Ti>
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utils::Matrix<Td> matclip_low(const utils::Matrix<Ti>& A, Td low){
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utils::Matrix<Td> B = A;
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inplace_matclip_low(B, low);
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return B;
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}
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template <typename Td, typename Ti>
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utils::Matrix<Td> matclip(const utils::Matrix<Ti>& A, Td low, Td high){
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utils::Matrix<Td> B = A;
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inplace_matclip(B, low, high);
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return B;
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}
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} // namespace numerics
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