RegressionModel< spatial_dim, prp_id, MatType, VecType > Class Template Reference

Public Member Functions
	RegressionModel (unsigned int poly_degree, float lp_degree)
template<typename vector_type , typename reg_support_type >
	RegressionModel (vector_type &vd, reg_support_type &support, unsigned int poly_degree, float lp_degree=2.0)
template<typename vector_type >
	RegressionModel (vector_type &vd, unsigned int poly_degree, float lp_degree=2.0)
template<typename vector_type >
	RegressionModel (vector_type &vd, double tolerance)
template<typename vector_type , typename reg_support_type >
void	computeCoeffs (vector_type &vd, reg_support_type &support)
template<typename vector_type , typename reg_support_type >
void	computeCoeffs (vector_type &vd, reg_support_type &support, size_t component)
template<typename T >
double	eval (T pos)
template<typename T1 , typename T2 >
double	deriv (T1 pos, T2 deriv_order)
void	compute_grad ()
template<typename T >
T	eval_grad (T pos)

Data Fields
minter::PolyModel< spatial_dim, MatType, VecType > *	model = nullptr
minter::PolyModel< spatial_dim, MatType, VecType > *	deriv_model [spatial_dim]

Detailed Description

template<int spatial_dim, unsigned int prp_id, typename MatType = EMatrixXd, typename VecType = EVectorXd>
class RegressionModel< spatial_dim, prp_id, MatType, VecType >

Definition at line 242 of file regression.hpp.

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The documentation for this class was generated from the following file:

• openfpm_numerics/src/regression/regression.hpp