Scythe-1.0.3
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The Scythe library namespace. More...
Classes | |
struct | exponentiate |
A Functor encapsulating exponentiation. More... | |
struct | ax_plus_b |
A Functor encapsulating . More... | |
class | DataBlock |
Handles Matrix data internals. More... | |
class | NullDataBlock |
Null data block object. More... | |
class | DataBlockReference |
Handle to DataBlock objects. More... | |
struct | all_elements |
A convenient marker for vector submatrix access. More... | |
class | scythe_exception |
The Scythe exception abstract base class. More... | |
class | scythe_alloc_error |
Memory allocation error. More... | |
class | scythe_invalid_arg |
Invalid function argument. More... | |
class | scythe_file_error |
File i/o error. More... | |
class | scythe_conformation_error |
Matrix conformation error. More... | |
class | scythe_dimension_error |
Matrix dimension error. More... | |
class | scythe_null_error |
Null Matrix error. More... | |
class | scythe_type_error |
Matrix type error. More... | |
class | scythe_bounds_error |
Element out of bounds error. More... | |
class | scythe_convergence_error |
Numerical convergence error. More... | |
class | scythe_range_error |
Numerical underflow or overflow error. More... | |
class | scythe_precision_error |
Numerical precision error. More... | |
class | scythe_randseed_error |
Random number seed error. More... | |
class | scythe_style_error |
Matrix style error. More... | |
class | scythe_lapack_internal_error |
LAPACK Internal Error. More... | |
class | scythe_unexpected_default_error |
Unexpected call to default error. More... | |
struct | QRdecomp |
The result of a QR decomposition. More... | |
struct | SVD |
The result of a singular value decomposition. More... | |
struct | Eigen |
The result of an eigenvalue/vector decomposition. More... | |
struct | GeneralEigen |
class | ListInitializer |
A helper class for list-wise initialization. More... | |
class | Matrix_base |
Matrix superclass. More... | |
class | Matrix |
An STL-compliant matrix container class. More... | |
class | const_matrix_bidirectional_iterator |
An STL-compliant const bidirectional iterator for Matrix. More... | |
class | matrix_bidirectional_iterator |
An STL-compliant bidirectional iterator for Matrix. More... | |
class | const_matrix_forward_iterator |
An STL-compliant const forward iterator for Matrix. More... | |
class | matrix_forward_iterator |
An STL-compliant forward iterator for Matrix. More... | |
class | const_matrix_random_access_iterator |
An STL-compliant const random access iterator for Matrix. More... | |
class | matrix_random_access_iterator |
An STL-compliant random access iterator for Matrix. More... | |
class | lecuyer |
The L'Ecuyer random number generator. More... | |
class | mersenne |
The Mersenne Twister random number generator. More... | |
class | rtmvnorm |
Truncated multivariate normal distribution random number generator. More... | |
class | wrapped_generator |
Adaptor for non-Scythe quasi-random number generators. More... | |
class | rng |
Random number generator. More... | |
Enumerations | |
enum | matrix_order { Col, Row } |
Matrix order enumerator. More... | |
enum | matrix_style { Concrete, View } |
Matrix style enumerator. More... | |
Functions | |
template<typename T , matrix_order O, matrix_style S, class FUNCTOR > | |
void | for_each_ij_set (Matrix< T, O, S > &M, FUNCTOR func) |
Iterate through a Matrix in order. | |
template<matrix_order ORDER1, matrix_order ORDER2, typename T , typename S , matrix_order SO, matrix_style SS, matrix_order DO, matrix_style DS> | |
void | copy (const Matrix< T, SO, SS > &source, Matrix< S, DO, DS > &dest) |
Copy the contents of one Matrix into another. | |
template<matrix_order ORDER1, matrix_order ORDER2, typename T , matrix_order SO, matrix_style SS, matrix_order DO, matrix_style DS> | |
void | copy_recycle (const Matrix< T, SO, SS > &source, Matrix< T, DO, DS > &dest) |
Copy the contents of one Matrix into another. | |
template<class T > | |
T | sgn (const T &x) |
Determine the sign of a number. | |
template<matrix_order o1, matrix_order o2, matrix_order o3> | |
bool | maj_col () |
template<matrix_order o1, matrix_order o2, matrix_order o3, matrix_order o4> | |
bool | maj_col () |
double | gammafn (double x) |
The gamma function. | |
double | lngammafn (double x) |
The natural log of the absolute value of the gamma function. | |
double | betafn (double a, double b) |
The beta function. | |
double | lnbetafn (double a, double b) |
The natural log of the beta function. | |
int | factorial (unsigned int n) |
The factorial function. | |
double | lnfactorial (unsigned int n) |
The log of the factorial function. | |
double | pbeta (double x, double a, double b) |
The beta distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pbeta (const Matrix< double, PO, PS > &X, double a, double b) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pbeta (const Matrix< double, O, S > &X, double a, double b) |
double | dbeta (double x, double a, double b) |
The beta density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dbeta (const Matrix< double, PO, PS > &X, double a, double b) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dbeta (const Matrix< double, O, S > &X, double a, double b) |
double | lndbeta1 (double x, double a, double b) |
The natural log of the ordinate of the beta density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | lndbeta1 (const Matrix< double, PO, PS > &X, double a, double b) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | lndbeta1 (const Matrix< double, O, S > &X, double a, double b) |
double | pbinom (double x, unsigned int n, double p) |
The binomial distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pbinom (const Matrix< double, PO, PS > &X, unsigned int n, double p) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pbinom (const Matrix< double, O, S > &X, unsigned int n, double p) |
double | dbinom (double x, unsigned int n, double p) |
The binomial density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dbinom (const Matrix< double, PO, PS > &X, unsigned int n, double p) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dbinom (const Matrix< double, O, S > &X, unsigned int n, double p) |
double | pchisq (double x, double df) |
The distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pchisq (const Matrix< double, PO, PS > &X, double df) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pchisq (const Matrix< double, O, S > &X, double df) |
double | dchisq (double x, double df) |
The density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dchisq (const Matrix< double, PO, PS > &X, double df) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dchisq (const Matrix< double, O, S > &X, double df) |
double | pexp (double x, double scale) |
The exponential distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pexp (const Matrix< double, PO, PS > &X, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pexp (const Matrix< double, O, S > &X, double scale) |
double | dexp (double x, double scale) |
The exponential density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dexp (const Matrix< double, PO, PS > &X, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dexp (const Matrix< double, O, S > &X, double scale) |
double | pf (double x, double df1, double df2) |
The F distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pf (const Matrix< double, PO, PS > &X, double df1, double df2) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pf (const Matrix< double, O, S > &X, double df1, double df2) |
double | df (double x, double df1, double df2) |
The F density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | df (const Matrix< double, PO, PS > &X, double df1, double df2) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | df (const Matrix< double, O, S > &X, double df1, double df2) |
double | pgamma (double x, double shape, double scale) |
The gamma distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pgamma (const Matrix< double, PO, PS > &X, double shape, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pgamma (const Matrix< double, O, S > &X, double shape, double scale) |
double | dgamma (double x, double shape, double scale) |
The gamma density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dgamma (const Matrix< double, PO, PS > &X, double shape, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dgamma (const Matrix< double, O, S > &X, double shape, double scale) |
double | plogis (double x, double location, double scale) |
The logistic distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | plogis (const Matrix< double, PO, PS > &X, double location, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | plogis (const Matrix< double, O, S > &X, double location, double scale) |
double | dlogis (double x, double location, double scale) |
The logistic density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dlogis (const Matrix< double, PO, PS > &X, double location, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dlogis (const Matrix< double, O, S > &X, double location, double scale) |
double | plnorm (double x, double logmean, double logsd) |
The log-normal distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | plnorm (const Matrix< double, PO, PS > &X, double logmean, double logsd) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | plnorm (const Matrix< double, O, S > &X, double logmean, double logsd) |
double | dlnorm (double x, double logmean, double logsd) |
The log-normal density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dlnorm (const Matrix< double, PO, PS > &X, double logmean, double logsd) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dlnorm (const Matrix< double, O, S > &X, double logmean, double logsd) |
double | pnbinom (unsigned int x, double n, double p) |
The negative binomial distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pnbinom (const Matrix< unsigned int, PO, PS > &X, double n, double p) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pnbinom (const Matrix< unsigned int, O, S > &X, double n, double p) |
double | dnbinom (unsigned int x, double n, double p) |
The negative binomial density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dnbinom (const Matrix< unsigned int, PO, PS > &X, double n, double p) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dnbinom (const Matrix< unsigned int, O, S > &X, double n, double p) |
double | pnorm (double x, double mean, double sd) |
The normal distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pnorm (const Matrix< double, PO, PS > &X, double mean, double sd) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pnorm (const Matrix< double, O, S > &X, double mean, double sd) |
double | dnorm (double x, double mean, double sd) |
The normal density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dnorm (const Matrix< double, PO, PS > &X, double mean, double sd) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dnorm (const Matrix< double, O, S > &X, double mean, double sd) |
double | lndnorm (double x, double mean, double sd) |
The natural log of normal density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | lndnorm (const Matrix< double, PO, PS > &X, double mean, double sd) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | lndnorm (const Matrix< double, O, S > &X, double mean, double sd) |
double | qnorm1 (double in_p) |
The standard normal quantile function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | qnorm1 (const Matrix< double, PO, PS > &X, double in_p) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | qnorm1 (const Matrix< double, O, S > &X, double in_p) |
double | ppois (unsigned int x, double lambda) |
The Poisson distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | ppois (const Matrix< unsigned int, PO, PS > &X, double lambda) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | ppois (const Matrix< unsigned int, O, S > &X, double lambda) |
double | dpois (unsigned int x, double lambda) |
The Poisson density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dpois (const Matrix< unsigned int, PO, PS > &X, double lambda) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dpois (const Matrix< unsigned int, O, S > &X, double lambda) |
double | pt (double x, double n) |
The Student t distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pt (const Matrix< double, PO, PS > &X, double n) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pt (const Matrix< double, O, S > &X, double n) |
double | dt (double x, double n) |
The Student t distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dt (const Matrix< double, PO, PS > &X, double n) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dt (const Matrix< double, O, S > &X, double n) |
double | dt1 (double x, double mu, double sigma2, double nu) |
The univariate Student t density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dt1 (const Matrix< double, PO, PS > &X, double mu, double sigma2, double nu) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dt1 (const Matrix< double, O, S > &X, double mu, double sigma2, double nu) |
double | lndt1 (double x, double mu, double sigma2, double nu) |
The natural log of the univariate Student t density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | lndt1 (const Matrix< double, PO, PS > &X, double mu, double sigma2, double nu) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | lndt1 (const Matrix< double, O, S > &X, double mu, double sigma2, double nu) |
double | punif (double x, double a, double b) |
The uniform distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | punif (const Matrix< double, PO, PS > &X, double a, double b) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | punif (const Matrix< double, O, S > &X, double a, double b) |
double | dunif (double x, double a, double b) |
The uniform density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dunif (const Matrix< double, PO, PS > &X, double a, double b) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dunif (const Matrix< double, O, S > &X, double a, double b) |
double | pweibull (double x, double shape, double scale) |
The Weibull distribution function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | pweibull (const Matrix< double, PO, PS > &X, double shape, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | pweibull (const Matrix< double, O, S > &X, double shape, double scale) |
double | dweibull (double x, double shape, double scale) |
The Weibull density function. | |
template<matrix_order RO, matrix_style RS, matrix_order PO, matrix_style PS> | |
Matrix< double, RO, RS > | dweibull (const Matrix< double, PO, PS > &X, double shape, double scale) |
template<matrix_order O, matrix_style S> | |
Matrix< double, O, Concrete > | dweibull (const Matrix< double, O, S > &X, double shape, double scale) |
template<matrix_order O1, matrix_style 0. 00277777777777777777778, matrix_order O2, matrix_style 0. 00079365079365079365079365, matrix_order O3, matrix_style 0. 000595238095238095238095238> | |
double | lndmvn (const Matrix< double, O1, 0.00277777777777777777778 > &x, const Matrix< double, O2, 0.00079365079365079365079365 > &mu, const Matrix< double, O3, 0.000595238095238095238095238 > &Sigma) |
The natural log of the multivariate normal density function. | |
void | scythe_terminate () |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | cholesky (const Matrix< T, PO, PS > &A) |
Cholesky decomposition of a symmetric positive-definite matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | cholesky (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3> | |
Matrix< T, RO, RS > | chol_solve (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &b, const Matrix< T, PO3, PS3 > &M) |
Solve for x via backward substitution, given a lower triangular matrix resulting from Cholesky decomposition. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3> | |
Matrix< T, PO1, Concrete > | chol_solve (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &b, const Matrix< T, PO3, PS3 > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | chol_solve (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &b) |
Solve for x via backward substitution, using Cholesky decomposition. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | chol_solve (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | invpd (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &M) |
Calculates the inverse of a symmetric positive definite matrix, given a lower triangular matrix resulting from Cholesky decomposition. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | invpd (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | invpd (const Matrix< T, PO, PS > &A) |
Calculate the inverse of a symmetric positive definite matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | invpd (const Matrix< T, O, S > &A) |
template<matrix_order PO1, matrix_style PS1, typename T , matrix_order PO2, matrix_order PO3, matrix_order PO4> | |
void | lu_decomp (Matrix< T, PO1, PS1 > A, Matrix< T, PO2, Concrete > &L, Matrix< T, PO3, Concrete > &U, Matrix< unsigned int, PO4, Concrete > &perm_vec) |
LU decomposition of a square matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3, matrix_order PO4, matrix_style PS4, matrix_order PO5, matrix_style PS5> | |
Matrix< T, RO, RS > | lu_solve (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &b, const Matrix< T, PO3, PS3 > &L, const Matrix< T, PO4, PS4 > &U, const Matrix< unsigned int, PO5, PS5 > &perm_vec) |
Solve for x via forward and backward substitution, given the results of a LU decomposition. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3, matrix_order PO4, matrix_style PS4, matrix_order PO5, matrix_style PS5> | |
Matrix< T, PO1, Concrete > | lu_solve (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &b, const Matrix< T, PO3, PS3 > &L, const Matrix< T, PO4, PS4 > &U, const Matrix< unsigned int, PO5, PS5 > &perm_vec) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | lu_solve (Matrix< T, PO1, PS1 > A, const Matrix< T, PO2, PS2 > &b) |
Solve for x via forward and backward substitution, using LU decomposition. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | lu_solve (Matrix< T, PO1, PS1 > A, const Matrix< T, PO2, PS2 > &b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3, matrix_order PO4, matrix_style PS4> | |
Matrix< T, RO, RS > | inv (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &L, const Matrix< T, PO3, PS3 > &U, const Matrix< unsigned int, PO4, PS4 > &perm_vec) |
Calculates the inverse of a non-singular square matrix, given an LU decomposition. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3, matrix_order PO4, matrix_style PS4> | |
Matrix< T, PO1, Concrete > | inv (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &L, const Matrix< T, PO3, PS3 > &U, const Matrix< unsigned int, PO4, PS4 > &perm_vec) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | inv (const Matrix< T, PO, PS > &A) |
Invert an arbitrary, non-singular, square matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | inv (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | row_interchange (Matrix< T, PO1, PS1 > A, const Matrix< unsigned int, PO2, PS2 > &p) |
Interchange the rows of a Matrix according to a permutation vector. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | row_interchange (const Matrix< T, PO1, PS1 > &A, const Matrix< unsigned int, PO2, PS2 > &p) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | det (const Matrix< T, PO, PS > &A) |
Calculate the determinant of a square Matrix. | |
template<> | |
Matrix | cholesky (const Matrix<> &A) |
template<> | |
Matrix | chol_solve (const Matrix<> &A, const Matrix<> &b, const Matrix<> &M) |
template<> | |
Matrix | chol_solve (const Matrix<> &A, const Matrix<> &b) |
template<matrix_order PO2, matrix_order PO3, matrix_order PO4> | |
double | lu_decomp_alg (Matrix<> &A, Matrix< double, PO2, Concrete > &L, Matrix< double, PO3, Concrete > &U, Matrix< unsigned int, PO4, Concrete > &perm_vec) |
QRdecomp | qr_decomp (const Matrix<> &A) |
QR decomposition of a matrix. | |
Matrix | qr_solve (const Matrix<> &A, const Matrix<> &b, const QRdecomp &QR) |
Solve given a QR decomposition. | |
Matrix | qr_solve (const Matrix<> &A, const Matrix<> &b) |
Solve using QR decomposition. | |
template<> | |
Matrix | invpd (const Matrix<> &A) |
template<> | |
Matrix | invpd (const Matrix<> &A, const Matrix<> &M) |
template<> | |
Matrix | inv (const Matrix<> &A) |
SVD | svd (const Matrix<> &A, int nu=-1, int nv=-1) |
Calculates the singular value decomposition of a matrix, optionally computing the left and right singular vectors. | |
Eigen | eigen (const Matrix<> &A, bool vectors=true) |
Calculates the eigenvalues and eigenvectors of a symmetric matrix. | |
GeneralEigen | geneigen (const Matrix<> &A, bool vectors=true) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | t (const Matrix< T, PO, PS > &M) |
Transpose a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | t (const Matrix< T, O, S > &M) |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, S > | ones (unsigned int rows, unsigned int cols) |
Create a matrix of ones. | |
template<typename T , matrix_order O> | |
Matrix< T, O, Concrete > | ones (unsigned int rows, unsigned int cols) |
template<typename T > | |
Matrix< T, Col, Concrete > | ones (unsigned int rows, unsigned int cols) |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, S > | eye (unsigned int k) |
Create a k by k identity Matrix. | |
template<typename T , matrix_order O> | |
Matrix< T, O, Concrete > | eye (uint k) |
template<typename T > | |
Matrix< T, Col, Concrete > | eye (uint k) |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, S > | seqa (T start, T incr, uint rows) |
Create a rows x 1 vector-additive sequence Matrix. | |
template<typename T , matrix_order O> | |
Matrix< T, O, Concrete > | seqa (T start, T incr, uint rows) |
template<typename T > | |
Matrix< T, Col, Concrete > | seqa (T start, T incr, uint rows) |
Matrix< double, Col, Concrete > | seqa (double start, double incr, uint rows) |
template<matrix_order SORT_ORDER, matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | sort (const Matrix< T, PO, PS > &M) |
Sort a Matrix. | |
template<matrix_order SORT_ORDER, typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sort (const Matrix< T, O, S > &M) |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sort (const Matrix< T, O, S > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | sortc (const Matrix< T, PO, PS > &M) |
Sort the columns of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sortc (const Matrix< T, O, S > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | cbind (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &B) |
Column bind two matrices. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | cbind (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | rbind (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &B) |
Row bind two matrices. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | rbind (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< unsigned int, RO, RS > | order (const Matrix< T, PO, PS > &M) |
Calculate the rank-order of each element in a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< unsigned int, O, Concrete > | order (const Matrix< T, O, S > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | selif (const Matrix< T, PO1, PS1 > &M, const Matrix< bool, PO2, PS2 > &e) |
Locate rows for which a binary column vector equals 1. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | selif (const Matrix< T, PO1, PS1 > &M, const Matrix< bool, PO2, PS2 > &e) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | unique (const Matrix< T, PO, PS > &M) |
Find unique elements in a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | unique (const Matrix< T, O, S > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | vech (const Matrix< T, PO, PS > &M) |
Vectorize a symmetric Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | vech (const Matrix< T, O, S > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | xpnd (const Matrix< T, PO, PS > &v) |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | xpnd (const Matrix< T, O, S > &v) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | diag (const Matrix< T, PO, PS > &M) |
Return the diagonal of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | diag (const Matrix< T, O, S > &M) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3> | |
Matrix< T, RO, RS > | gaxpy (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &B, const Matrix< T, PO3, PS3 > &C) |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, matrix_order PO3, matrix_style PS3> | |
Matrix< T, PO1, Concrete > | gaxpy (const Matrix< T, PO1, PS1 > &A, const Matrix< T, PO2, PS2 > &B, const Matrix< T, PO3, PS3 > &C) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | crossprod (const Matrix< T, PO, PS > &A) |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | crossprod (const Matrix< T, O, S > &M) |
template<> | |
Matrix | gaxpy< Col, Concrete, double, Col, Concrete, Col, Concrete, Col, Concrete > (const Matrix<> &A, const Matrix<> &B, const Matrix<> &C) |
template<> | |
Matrix | crossprod (const Matrix<> &A) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator* (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Multiply two matrices. | |
template<matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, L_ORDER, Concrete > | operator* (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Multiply two matrices. | |
template<matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator* (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator* (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style L_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator* (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator* (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator* (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | kronecker (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Kronecker multiply two matrices. | |
template<matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | kronecker (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< T_type, ORDER, STYLE > | kronecker (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style L_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | kronecker (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | kronecker (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | kronecker (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator+ (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Add two matrices. | |
template<matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator+ (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator+ (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style L_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator+ (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator+ (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator+ (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator- (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Subtract two matrices. | |
template<matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator- (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator- (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style L_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator- (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator- (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator- (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator% (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Element multiply two matrices. | |
template<matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator% (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator% (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style L_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator% (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator% (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator% (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator/ (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Divide two matrices. | |
template<matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator/ (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator/ (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style L_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator/ (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator/ (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator/ (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator^ (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Exponentiate one Matrix by another. | |
template<matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator^ (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator^ (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style L_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator^ (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< T_type, ORDER, STYLE > | operator^ (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style R_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator^ (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order R_ORDER, matrix_style R_STYLE, matrix_order ORDER, matrix_style STYLE> | |
Matrix< T_type, R_ORDER, R_STYLE > | operator- (const Matrix< T_type, ORDER, STYLE > &M) |
Negate a Matrix. | |
template<matrix_order ORDER, matrix_style P_STYLE, typename T_type > | |
Matrix< T_type, ORDER, Concrete > | operator- (const Matrix< T_type, ORDER, P_STYLE > &M) |
template<matrix_order R_ORDER, matrix_style R_STYLE, typename T_type , matrix_order ORDER, matrix_style STYLE> | |
Matrix< bool, R_ORDER, R_STYLE > | operator! (const Matrix< T_type, ORDER, STYLE > &M) |
Logically NOT a Matrix. | |
template<typename T_type , matrix_order ORDER, matrix_style P_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator! (const Matrix< T_type, ORDER, P_STYLE > &M) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator== (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Test Matrix equality. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator== (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator== (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator== (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator== (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator== (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator!= (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Test Matrix equality. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator!= (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator!= (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator!= (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator!= (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator!= (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator< (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Test Matrix inequality. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator< (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator< (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator< (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator< (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator< (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator<= (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Test Matrix inequality. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator<= (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator<= (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator<= (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator<= (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator<= (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator> (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Test Matrix inequality. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator> (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator> (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator> (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator> (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator> (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator>= (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Test Matrix inequality. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator>= (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator>= (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator>= (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator>= (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator>= (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator& (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Logically AND two matrices. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator& (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator& (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator& (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator& (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator& (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator| (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
Logically OR two matrices. | |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE, matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator| (const Matrix< T_type, ORDER, L_STYLE > &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order L_ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator| (const Matrix< T_type, L_ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style L_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator| (const Matrix< T_type, ORDER, L_STYLE > &lhs, const typename Matrix< T_type >::ttype &rhs) |
template<matrix_order ORDER, matrix_style STYLE, typename T_type , matrix_order R_ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, STYLE > | operator| (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, R_ORDER, R_STYLE > &rhs) |
template<typename T_type , matrix_order ORDER, matrix_style R_STYLE> | |
Matrix< bool, ORDER, Concrete > | operator| (const typename Matrix< T_type >::ttype &lhs, const Matrix< T_type, ORDER, R_STYLE > &rhs) |
template<typename T , matrix_order O, matrix_style S> | |
std::istream & | operator>> (std::istream &is, Matrix< T, O, S > &M) |
Populate a Matrix from a stream. | |
template<typename T , matrix_order O, matrix_style S> | |
std::ostream & | operator<< (std::ostream &os, const Matrix< T, O, S > &M) |
Write a Matrix to a stream. | |
template<> | |
Matrix | operator*< double, Col, Concrete, Col, Concrete > (const Matrix<> &lhs, const Matrix<> &rhs) |
template<class T_type , matrix_order ORDER, matrix_order M_ORDER, matrix_style STYLE> | |
const_matrix_random_access_iterator < T_type, ORDER, M_ORDER, STYLE > | operator+ (const_matrix_random_access_iterator< T_type, ORDER, M_ORDER, STYLE > x, int n) |
template<class T_type , matrix_order ORDER, matrix_order M_ORDER, matrix_style STYLE> | |
const_matrix_random_access_iterator < T_type, ORDER, M_ORDER, STYLE > | operator+ (int n, const_matrix_random_access_iterator< T_type, ORDER, M_ORDER, STYLE > x) |
template<class T_type , matrix_order ORDER, matrix_order M_ORDER, matrix_style STYLE> | |
const_matrix_random_access_iterator < T_type, ORDER, M_ORDER, STYLE > | operator- (const_matrix_random_access_iterator< T_type, ORDER, M_ORDER, STYLE > x, int n) |
template<class T_type , matrix_order ORDER, matrix_order M_ORDER, matrix_style STYLE> | |
matrix_random_access_iterator < T_type, ORDER, M_ORDER, STYLE > | operator+ (matrix_random_access_iterator< T_type, ORDER, M_ORDER, STYLE > x, int n) |
template<class T_type , matrix_order ORDER, matrix_order M_ORDER, matrix_style STYLE> | |
matrix_random_access_iterator < T_type, ORDER, M_ORDER, STYLE > | operator+ (int n, matrix_random_access_iterator< T_type, ORDER, M_ORDER, STYLE > x) |
template<class T_type , matrix_order ORDER, matrix_order M_ORDER, matrix_style STYLE> | |
matrix_random_access_iterator < T_type, ORDER, M_ORDER, STYLE > | operator- (matrix_random_access_iterator< T_type, ORDER, M_ORDER, STYLE > x, int n) |
template<typename T > | |
T | epsilon () |
Compute the machine epsilon. | |
template<typename T , typename FUNCTOR > | |
T | intsimp (FUNCTOR fun, T a, T b, unsigned int N) |
Calculate the definite integral of a function from a to b. | |
template<typename T , typename FUNCTOR > | |
T | adaptsimp (FUNCTOR fun, T a, T b, unsigned int N, double tol=1e-5) |
Calculate the definite integral of a function from a to b. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename FUNCTOR > | |
Matrix< T, RO, RS > | gradfdif (FUNCTOR fun, const Matrix< T, PO, PS > &theta) |
Calculate gradient of a function using a forward difference formula. | |
template<typename T , matrix_order O, matrix_style S, typename FUNCTOR > | |
Matrix< T, O, Concrete > | gradfdif (FUNCTOR fun, const Matrix< T, O, S > &theta) |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename FUNCTOR > | |
T | gradfdifls (FUNCTOR fun, T alpha, const Matrix< T, PO1, PS1 > &theta, const Matrix< T, PO2, PS2 > &p) |
Calculate the first derivative of the function using a forward difference formula. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename FUNCTOR > | |
Matrix< T, RO, RS > | jacfdif (FUNCTOR fun, const Matrix< T, PO, PS > &theta) |
Calculate the Jacobian of a function using a forward difference formula. | |
template<typename T , matrix_order PO, matrix_style PS, typename FUNCTOR > | |
Matrix< T, PO, PS > | jacfdif (FUNCTOR fun, const Matrix< T, PO, PS > &theta) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename FUNCTOR > | |
Matrix< T, RO, RS > | hesscdif (FUNCTOR fun, const Matrix< T, PO, PS > &theta) |
Calculate the Hessian of a function using a central difference formula. | |
template<typename T , matrix_order PO, matrix_style PS, typename FUNCTOR > | |
Matrix< T, PO, PS > | hesscdif (FUNCTOR fun, const Matrix< T, PO, PS > &theta) |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename FUNCTOR > | |
T | linesearch1 (FUNCTOR fun, const Matrix< T, PO1, PS1 > &theta, const Matrix< T, PO2, PS2 > &p) |
Find the step length that minimizes an implied 1-dimensional function. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename FUNCTOR , typename RNGTYPE > | |
T | linesearch2 (FUNCTOR fun, const Matrix< T, PO1, PS1 > &theta, const Matrix< T, PO2, PS2 > &p, rng< RNGTYPE > &runif) |
Find the step length that minimizes an implied 1-dimensional function. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename FUNCTOR > | |
T | zoom (FUNCTOR fun, T alpha_lo, T alpha_hi, const Matrix< T, PO1, PS1 > &theta, const Matrix< T, PO2, PS2 > &p) |
Find minimum of a function once bracketed. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename FUNCTOR , typename RNGTYPE > | |
Matrix< T, RO, RS > | BFGS (FUNCTOR fun, const Matrix< T, PO, PS > &theta, rng< RNGTYPE > &runif, unsigned int maxit, T tolerance, bool trace=false) |
Find function minimum using the BFGS algorithm. | |
template<typename T , matrix_order O, matrix_style S, typename FUNCTOR , typename RNGTYPE > | |
Matrix< T, O, Concrete > | BFGS (FUNCTOR fun, const Matrix< T, O, S > &theta, rng< RNGTYPE > &runif, unsigned int maxit, T tolerance, bool trace=false) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename FUNCTOR > | |
Matrix< T, RO, RS > | nls_broyden (FUNCTOR fun, const Matrix< T, PO, PS > &theta, unsigned int maxit=5000, T tolerance=1e-6) |
Solve a system of nonlinear equations. | |
template<typename T , matrix_order O, matrix_style S, typename FUNCTOR > | |
Matrix< T, O, Concrete > | nls_broyden (FUNCTOR fun, const Matrix< T, O, S > &theta, unsigned int maxit=5000, T tolerance=1e-6) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | acos (const Matrix< T, PO, PS > &A) |
Calculate the inverse cosine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | acos (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | acosh (const Matrix< T, PO, PS > &A) |
Calculate the inverse hyperbolic cosine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | acosh (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | asin (const Matrix< T, PO, PS > &A) |
Calculate the inverse sine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | asin (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | asinh (const Matrix< T, PO, PS > &A) |
Calculate the inverse hyperbolic sine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | asinh (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | atan (const Matrix< T, PO, PS > &A) |
Calculate the inverse tangent of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | atan (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | atanh (const Matrix< T, PO, PS > &A) |
Calculate the inverse hyperbolic tangent of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | atanh (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | atan2 (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Calculate the angle whose tangent is y/x. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | atan2 (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | atan2 (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | atan2 (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | atan2 (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | atan2 (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | cbrt (const Matrix< T, PO, PS > &A) |
Calculate the cube root of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | cbrt (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | ceil (const Matrix< T, PO, PS > &A) |
Calculate the ceiling of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | ceil (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | copysign (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Create a matrix containing the absolute value of the first input and the sign of the second input. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | copysign (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | copysign (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | copysign (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | copysign (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | copysign (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | cos (const Matrix< T, PO, PS > &A) |
Calculate the cosine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | cos (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | cosh (const Matrix< T, PO, PS > &A) |
Calculate the hyperbolic cosine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | cosh (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | erf (const Matrix< T, PO, PS > &A) |
Calculate the error function of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | erf (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | erfc (const Matrix< T, PO, PS > &A) |
Calculate the complementary error function of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | erfc (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | exp (const Matrix< T, PO, PS > &A) |
Calculate the value e^x for each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | exp (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | expm1 (const Matrix< T, PO, PS > &A) |
Calculate the value e^(x-1) for each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | expm1 (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | fabs (const Matrix< T, PO, PS > &A) |
Calculate the absolute value of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | fabs (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | floor (const Matrix< T, PO, PS > &A) |
Calculate the floor of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | floor (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | fmod (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Calculate the remainder of the division of each matrix element. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | fmod (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | fmod (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | fmod (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | fmod (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | fmod (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | frexp (const Matrix< T, PO1, PS1 > &A, Matrix< int, PO2, PS2 > &ex) |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | frexp (Matrix< T, PO1, PS1 > &A, Matrix< int, PO2, PS2 > &ex) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | hypot (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Calculate the euclidean distance between two inputs. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | hypot (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | hypot (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | hypot (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | hypot (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | hypot (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | ilogb (const Matrix< T, PO, PS > &A) |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | ilogb (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | j0 (const Matrix< T, PO, PS > &A) |
Compute the Bessel function of the first kind of the order 0. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | j0 (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | j1 (const Matrix< T, PO, PS > &A) |
Compute the Bessel function of the first kind of the order 1. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | j1 (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | jn (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Compute the Bessel function of the first kind of the order n. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | jn (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | jn (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | jn (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | jn (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | jn (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | ldexp (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Compute x * 2^ex. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | ldexp (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | ldexp (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | ldexp (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | ldexp (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | ldexp (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | lgamma (const Matrix< T, PO, PS > &A) |
Compute the natural log of the absolute value of the gamma function. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | lgamma (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | log (const Matrix< T, PO, PS > &A) |
Compute the natural log of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | log (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | log10 (const Matrix< T, PO, PS > &A) |
Compute the log base 10 of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | log10 (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | log1p (const Matrix< T, PO, PS > &A) |
Compute the natural log of 1 + each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | log1p (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | logb (const Matrix< T, PO, PS > &A) |
Compute the logb each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | logb (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, RO, RS > | modf (const Matrix< T, PO1, PS1 > &A, Matrix< double, PO2, PS2 > &ipart) |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2> | |
Matrix< T, PO1, Concrete > | modf (Matrix< T, PO1, PS1 > &A, Matrix< double, PO2, PS2 > &ipart) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | pow (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Compute x^ex for each element of a matrix. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | pow (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | pow (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | pow (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | pow (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | pow (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | remainder (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | remainder (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | remainder (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | remainder (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | remainder (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | remainder (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | rint (const Matrix< T, PO, PS > &A) |
Return x rounded to the nearest integer. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | rint (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | scalbn (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | scalbn (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | scalbn (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | scalbn (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | scalbn (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | scalbn (T a, const Matrix< S, PO, PS > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | sin (const Matrix< T, PO, PS > &A) |
Calculate the sine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sin (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | sinh (const Matrix< T, PO, PS > &A) |
Calculate the hyperbolic sine of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sinh (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | sqrt (const Matrix< T, PO, PS > &A) |
Calculate the square root of each element in a matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sqrt (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | tan (const Matrix< T, PO, PS > &A) |
Calculate the tangent of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | tan (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | tanh (const Matrix< T, PO, PS > &A) |
Calculate the hyperbolic tangent of each element of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | tanh (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | y0 (const Matrix< T, PO, PS > &A) |
Compute the Bessel function of the second kind of order 0. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | y0 (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | y1 (const Matrix< T, PO, PS > &A) |
Compute the Bessel function of the second kind of order 1. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | y1 (const Matrix< T, O, S > &A) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, RO, RS > | yn (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
Compute the Bessel function of the second kind of order n. | |
template<typename T , matrix_order PO1, matrix_style PS1, matrix_order PO2, matrix_style PS2, typename S > | |
Matrix< T, PO1, Concrete > | yn (const Matrix< T, PO1, PS1 > &A, const Matrix< S, PO2, PS2 > &B) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | yn (const Matrix< T, PO, PS > &A, S b) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | yn (const Matrix< T, PO, PS > &A, S b) |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS, typename S > | |
Matrix< T, RO, RS > | yn (T a, const Matrix< S, PO, PS > &B) |
template<typename T , typename S , matrix_order PO, matrix_style PS> | |
Matrix< T, PO, Concrete > | yn (T a, const Matrix< S, PO, PS > &B) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | sum (const Matrix< T, PO, PS > &A) |
Calculate the sum of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | sumc (const Matrix< T, PO, PS > &A) |
Calculate the sum of each column in a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sumc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | prod (const Matrix< T, PO, PS > &A) |
Calculate the product of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | prodc (const Matrix< T, PO, PS > &A) |
Calculate the product of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | prodc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | mean (const Matrix< T, PO, PS > &A) |
Calculate the mean of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | meanc (const Matrix< T, PO, PS > &A) |
Calculate the mean of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | meanc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | median (const Matrix< T, PO, PS > &A) |
Calculate the median of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | medianc (const Matrix< T, PO, PS > &A) |
Calculate the median of each column a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | medianc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | mode (const Matrix< T, PO, PS > &A) |
Calculate the mode of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | modec (const Matrix< T, PO, PS > &A) |
Calculate the mode of the columns of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | modec (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | var (const Matrix< T, PO, PS > &A) |
Calculate the variance of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | varc (const Matrix< T, PO, PS > &A) |
Calculate the variance of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | varc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | var (const Matrix< T, PO, PS > &A, T mu) |
Calculate the variance of a Matrix. | |
template<typename T , matrix_order PO, matrix_style PS> | |
T | sd (const Matrix< T, PO, PS > &A) |
Calculate the standard deviation of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | sdc (const Matrix< T, PO, PS > &A) |
Calculate the standard deviation of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | sdc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | sd (const Matrix< T, PO, PS > &A, T mu) |
Calculate the standard deviation of a Matrix. | |
template<typename T , matrix_order PO, matrix_style PS> | |
T | skew (const Matrix< T, PO, PS > &A) |
Calculate the skew of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | skewc (const Matrix< T, PO, PS > &A) |
Calculate the skew of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | skewc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | kurtosis (const Matrix< T, PO, PS > &A) |
Calculate the kurtosis of a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | kurtosisc (const Matrix< T, PO, PS > &A) |
Calculate the kurtosis of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | kurtosisc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | max (const Matrix< T, PO, PS > &A) |
Calculate the maximum element in a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | maxc (const Matrix< T, PO, PS > &A) |
Calculate the maximum of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | maxc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
T | min (const Matrix< T, PO, PS > &A) |
Calculate the maximum element in a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | minc (const Matrix< T, PO, PS > &A) |
Calculate the minimum of each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | minc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
unsigned int | maxind (const Matrix< T, PO, PS > &A) |
Calculate the index of the maximum element in a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | maxindc (const Matrix< T, PO, PS > &A) |
Calculate the index of the maximum for each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | maxindc (const Matrix< T, O, S > &A) |
template<typename T , matrix_order PO, matrix_style PS> | |
unsigned int | minind (const Matrix< T, PO, PS > &A) |
Calculate the index of the minimum element in a Matrix. | |
template<matrix_order RO, matrix_style RS, typename T , matrix_order PO, matrix_style PS> | |
Matrix< T, RO, RS > | minindc (const Matrix< T, PO, PS > &A) |
Calculate the index of the minimum for each column of a Matrix. | |
template<typename T , matrix_order O, matrix_style S> | |
Matrix< T, O, Concrete > | minindc (const Matrix< T, O, S > &A) |
Variables | |
struct scythe::all_elements | _ |
The Scythe library namespace.
All Scythe library declarations are defined within the scythe namespace. This prevents name clashing with other libraries' members or with declarations in users' program code.