matrix.cpp File Reference

#include "stan/agrad/matrix.hpp"

Go to the source code of this file.

Namespaces
namespace	stan
	Probability, optimization and sampling library.
namespace	stan::agrad
	Function gradients via reverse-mode automatic differentiation.

Macros
#define	__STAN__AGRAD__MATRIX_CPP__

Functions
var	stan::agrad::determinant (const Eigen::Matrix< var, Eigen::Dynamic, Eigen::Dynamic > &m)
	Determinant of the matrix.
row_vector_v	stan::agrad::row (const matrix_v &m, size_t i)
	Return the specified row minus 1 of the specified matrix.
vector_v	stan::agrad::col (const matrix_v &m, size_t j)
	Return the specified column minus 1 of the specified matrix.
vector_v	stan::agrad::diagonal (const matrix_v &m)
	Return a column vector of the diagonal elements of the specified matrix.
matrix_v	stan::agrad::diag_matrix (const vector_v &v)
	Return a square diagonal matrix with the specified vector of coefficients as the diagonal values.
row_vector_v	stan::agrad::transpose (const vector_v &v)
	Return the transposition of the specified column vector.
vector_v	stan::agrad::transpose (const row_vector_v &rv)
	Return the transposition of the specified row vector.
matrix_v	stan::agrad::transpose (const matrix_v &m)
	Return the transposition of the specified matrix.
matrix_v	stan::agrad::inverse (const matrix_v &m)
	Returns the inverse of the specified matrix.
vector_v	stan::agrad::softmax (const vector_v &v)
	Return the softmax of the specified vector.
vector_v	stan::agrad::eigenvalues (const matrix_v &m)
	Return the real component of the eigenvalues of the specified matrix in descending order of magnitude.
matrix_v	stan::agrad::eigenvectors (const matrix_v &m)
	Return a matrix whose columns are the real components of the eigenvectors of the specified matrix.
void	stan::agrad::eigen_decompose (const matrix_v &m, vector_v &eigenvalues, matrix_v &eigenvectors)
	Assign the real components of the eigenvalues and eigenvectors of the specified matrix to the specified references.
vector_v	stan::agrad::eigenvalues_sym (const matrix_v &m)
	Return the eigenvalues of the specified symmetric matrix in descending order of magnitude.
matrix_v	stan::agrad::eigenvectors_sym (const matrix_v &m)
	Return a matrix whose rows are the real components of the eigenvectors of the specified symmetric matrix.
void	stan::agrad::eigen_decompose_sym (const matrix_v &m, vector_v &eigenvalues, matrix_v &eigenvectors)
	Assign the real components of the eigenvalues and eigenvectors of the specified symmetric matrix to the specified references.
matrix_v	stan::agrad::cholesky_decompose (const matrix_v &m)
	Return the lower-triangular Cholesky factor (i.e., matrix square root) of the specified square, symmetric matrix.
vector_v	stan::agrad::singular_values (const matrix_v &m)
	Return the vector of the singular values of the specified matrix in decreasing order of magnitude.
void	stan::agrad::svd (const matrix_v &m, matrix_v &u, matrix_v &v, vector_v &s)
	Assign the real components of a singular value decomposition of the specified matrix to the specified references.
void	stan::agrad::stan_print (std::ostream *o, const var &x)

Macro Definition Documentation

#define __STAN__AGRAD__MATRIX_CPP__

Definition at line 2 of file matrix.cpp.