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#include <stdio.h>
#include <stdlib.h>
#include <math.h>
#include <ones.h>
#include "subtraction.h"
#include "matrixMultiplication.h"
#include "wcenter.h"
void dwcentercola (double* inp, int row, int col, double* out)
{
double sum[row], xbar[row];
for(int i = 0; i < row; i++)
sum[i] = 0;
for(int i = 0; i < row; i++)
{
for(int j = 0; j < col; j++)
{
sum[i] += inp[i + j*row];
}
}
//for(int i = 0; i < row; i++)
//printf("%lf \n",sum[i]);
for(int i = 0; i < row; i++)
xbar[i] = sum[i]/col;
double one[col]; // Creating a matrix of ones
donesa(one,1,col);
double prod[row*col];
dmulma(xbar, row, 1, one, 1, col, prod);
for(int i = 0; i< row*col; i++)
out[i] = inp[i] - prod[i];
for(int i = 0; i < row; i++)
sum[i] = 0;
for(int i = 0; i < row; i++)
{
for(int j = 0; j < col; j++)
{
sum[i] += out[i + j*row] * out[i + j*row];
}
}
double sigma[row];
for(int i = 0; i < row; i++)
sigma[i] = sqrt(sum[i]/(col-1));
for(int i = 0; i < row*col; i++)
prod[i] = 0;
dmulma(sigma, row, 1, one, 1, col, prod);
for(int i = 0; i < row*col; i++)
out[i] = out[i] / prod[i];
}
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