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#include <cmath>
#include <cstring>
#include <ctime>
#include <fstream>
#include <iostream>
#include <string>
#include <sys/stat.h>
#include <vector>
#include "gsl/gsl_blas.h"
#include "gsl/gsl_cdf.h"
#include "gsl/gsl_eigen.h"
#include "gsl/gsl_linalg.h"
#include "gsl/gsl_matrix.h"
#include "gsl/gsl_vector.h"
#include "debug.h"
#include "mathfunc.h"
// Helper function called by macro validate_K(K, check)
void do_validate_K(const gsl_matrix *K, bool do_check, bool strict, const char *__file, int __line) {
if (do_check) {
// debug_msg("Validating K");
auto eigenvalues = getEigenValues(K);
const uint count_small = count_small_values(eigenvalues,EIGEN_MINVALUE);
if (count_small>1) {
std::string msg = "K has ";
msg += std::to_string(count_small);
msg += " eigenvalues close to zero";
warning_at_msg(__file,__line,msg);
}
if (!isMatrixIllConditioned(eigenvalues))
warning_at_msg(__file,__line,"K is ill conditioned!");
if (!isMatrixSymmetric(K))
fail_at_msg(strict,__file,__line,"K is not symmetric!" );
bool negative_values;
if (negative_values = has_negative_values_but_one(eigenvalues)) {
warning_at_msg(__file,__line,"K has more than one negative eigenvalues!");
}
if (count_small>0 && negative_values && !isMatrixPositiveDefinite(K))
fail_at_msg(strict,__file,__line,"K is not positive definite!");
gsl_vector_free(eigenvalues);
}
}
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