solve.hpp File Reference

#include "shammath/matrix.hpp"
#include "shammath/matrix_op.hpp"
#include <cmath>
#include <functional>

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Namespaces
namespace	shammath
	namespace for math utility

Functions
template<class T>
float	shammath::newton_rhaphson (std::function< T(T)> &&f, std::function< T(T)> &&df, T epsilon_c, T x_0)
template<class T, class Lambda>
std::pair< std::vector< T >, T >	shammath::least_squares (const Lambda &f, const std::vector< T > &X, const std::vector< T > &Y, const std::vector< T > &p0, int maxits=1000, T tolerance=1e-9)
	This function determines the best fit parameters \( \vec p \) for a given function \( f(\vec p, \mathbf X) \) with least squares.

Detailed Description

Author

David Fang (david.nosp@m..fan.nosp@m.g@ikm.nosp@m.ail..nosp@m.com)

Timothée David–Cléris (tim.s.nosp@m.hamr.nosp@m.ock@p.nosp@m.roto.nosp@m.n.me)

Definition in file solve.hpp.