MultivariateHermiteInterpolation.h File Reference

#include <cassert>
#include <memory>
#include <vector>
#include "BivariateHermiteInterpolation.h"

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Classes
class	Utils::MultivariateHermiteInterpolation

Namespaces
namespace	Utils

Macros
#define	__UTILS_MULTIVARIATE_HERMITE_INTERPOLATION_H__

Detailed Description

Version

1.0

DESCRIPTION

Multivariate generalization of the Hermite interpolation.

Interpolation is performed recursively: for each unique value of the first coordinate, the samples sharing that value are passed to a child interpolator over the remaining coordinates. When predicting, the child interpolators are evaluated on the trailing coordinates, then a 1D Hermite interpolation is applied to the resulting values over the first coordinate.

Falls back to the univariate HermiteInterpolation when only one coordinate remains.

Definition in file MultivariateHermiteInterpolation.h.

Macro Definition Documentation

__UTILS_MULTIVARIATE_HERMITE_INTERPOLATION_H__

#define __UTILS_MULTIVARIATE_HERMITE_INTERPOLATION_H__

Definition at line 22 of file MultivariateHermiteInterpolation.h.