Added header files
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include/gp.h
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19
include/gp.h
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#include <gsl/gsl_matrix.h>
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#include "kernels.h"
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#include "solve.h"
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#ifndef GP_H
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#define GP_H
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typedef struct {
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gsl_matrix *meanf;
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gsl_matrix *covf;
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} gp_model;
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gp_model
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gpfit
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( gsl_matrix *x, gsl_matrix *y, gsl_matrix *xs, kernel_info info, double noise,
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invert_t inv_t );
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#endif // !GP_H
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21
include/kernels.h
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21
include/kernels.h
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#include <gsl/gsl_matrix.h>
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#ifndef KERNELS_H
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#define KERNELS_H
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typedef int(*kernel)(double, double, gsl_matrix* , gsl_matrix*, gsl_matrix*);
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typedef struct {
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kernel kern;
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double sigmaf;
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double length_scale;
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} kernel_info;
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int
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squared_exp
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( double sigmaf, double ell, gsl_matrix *A, gsl_matrix *B, gsl_matrix *result );
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int
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matern32
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( double sigmaf, double ell, gsl_matrix *A, gsl_matrix *B, gsl_matrix *result );
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#endif // !KERNELS_H
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16
include/solve.h
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16
include/solve.h
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#include <gsl/gsl_matrix.h>
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#ifndef SOLVE_H
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#define SOLVE_H
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typedef int (*invert_t)(gsl_matrix*, gsl_matrix*);
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int
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inv_lu
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( gsl_matrix *A, gsl_matrix *inverse );
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int
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inv_chol
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( gsl_matrix *A, gsl_matrix *inverse );
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#endif // !SOLVE_H
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