shogun::linalg::implementation Namespace Reference

Namespaces
	special_purpose

Classes
struct	add
	Generic class which is specialized for different backends to perform addition. More...
struct	add< Backend::EIGEN3, Matrix >
	Partial specialization of add for the Eigen3 backend. More...
struct	apply
	Generic class which is specialized for different backends to perform apply. More...
struct	apply< Backend::EIGEN3, Matrix, Vector >
	Partial specialization of apply for the Eigen3 backend. More...
struct	cholesky
	Generic class which is specialized for different backends to compute the cholesky decomposition of a dense matrix. More...
struct	cholesky< Backend::EIGEN3, Matrix >
	Partial specialization of add for the Eigen3 backend. More...
struct	colwise_sum
	Generic class colwise_sum which provides a static compute method. This class is specialized for different types of matrices and backend, providing a means to deal with various matrices directly without having to convert. More...
struct	colwise_sum< Backend::EIGEN3, Matrix >
	Specialization of generic colwise_sum which works with SGMatrix and uses Eigen3 as backend for computing sum. More...
struct	convolve
struct	convolve< Backend::EIGEN3, Matrix >
struct	dot
	Generic class dot which provides a static compute method. This class is specialized for different types of vectors and backend, providing a mean to deal with various vectors directly without having to convert. More...
struct	dot< Backend::EIGEN3, Vector >
	Specialization of generic dot for the Eigen3 backend. More...
struct	elementwise_product
struct	elementwise_product< Backend::EIGEN3, Matrix >
struct	elementwise_square
	Generic class square which provides a static compute method. This class is specialized for different types of matrices and backend, providing a mean to deal with various matrices directly without having to convert. More...
struct	elementwise_square< Backend::EIGEN3, Matrix >
	Partial specialization of generic elementwise_square for the Eigen3 backend. More...
struct	elementwise_unary_operation
	Template struct elementwise_unary_operation. This struct is specialized for computing element-wise operations for both matrices and vectors of CPU (SGMatrix/SGVector) or GPU (CGPUMatrix/CGPUVector). More...
struct	elementwise_unary_operation< Backend::EIGEN3, Operand, ReturnType, UnaryOp >
	Specialization for elementwise_unary_operation with EIGEN3 backend. The operand types MUST be of CPU types (SGMatrix/SGVector). More...
struct	elementwise_unary_operation< Backend::NATIVE, Operand, ReturnType, UnaryOp >
	Specialization for elementwise_unary_operation with NATIVE backend. The operand types MUST be of CPU types (SGMatrix/SGVector). More...
struct	int2float
	Generic class int2float which converts different types of integer into float64 type. More...
struct	int2float< int32_t >
	Specialization of generic class int2float which converts int32 into float64. More...
struct	int2float< int64_t >
	Specialization of generic class int2float which converts int64 into float64. More...
struct	matrix_product
struct	matrix_product< Backend::EIGEN3, Matrix >
struct	max
	Generic class which is specialized for different backends to perform the max operation. More...
struct	max< Backend::EIGEN3, Matrix >
	Specialization of max for the Eigen3 backend. More...
struct	mean
	Generic class mean which provides a static compute method. More...
struct	mean< Backend::EIGEN3, Matrix >
	Specialization of generic mean which works with SGVector and SGMatrix and uses Eigen3 as backend for computing mean. More...
struct	range_fill
	Generic class which is specialized for different backends to perform the Range fill operation. More...
struct	range_fill< Backend::EIGEN3, Matrix >
	Partial specialization of add for the Eigen3 backend. More...
struct	rowwise_mean
	Generic class rowwise_mean which provides a static compute method. More...
struct	rowwise_mean< Backend::EIGEN3, Matrix >
	Specialization of generic mean which works with SGMatrix and uses Eigen3 as backend for computing rowwise mean. More...
struct	rowwise_sum
	Generic class rowwise_sum which provides a static compute method. This class is specialized for different types of matrices and backend, providing a means to deal with various matrices directly without having to convert. More...
struct	rowwise_sum< Backend::EIGEN3, Matrix >
	Specialization of generic rowwise_sum which works with SGMatrix and uses Eigen3 as backend for computing sum. More...
struct	scale
struct	scale< Backend::EIGEN3, Matrix >
struct	set_rows_const
struct	set_rows_const< Backend::EIGEN3, Matrix, Vector >
struct	sum
	Generic class sum which provides a static compute method. This class is specialized for different types of matrices and backend, providing a means to deal with various matrices directly without having to convert. More...
struct	sum< Backend::EIGEN3, Matrix >
	Specialization of generic sum which works with SGMatrix and uses Eigen3 as backend for computing sum. More...
struct	sum_symmetric
	Generic class sum symmetric which provides a static compute method. This class is specialized for different types of matrices and backend, providing a means to deal with various matrices directly without having to convert. More...
struct	sum_symmetric< Backend::EIGEN3, Matrix >
	Specialization of generic sum symmetric which works with SGMatrix and uses Eigen3 as backend for computing sum. More...
struct	vector_sum
	Generic class vector_sum which provides a static compute method. This class is specialized for different types of vectors and backend, providing a mean to deal with various vectors directly without having to convert. More...
struct	vector_sum< Backend::EIGEN3, Vector >
	Specialization of generic vector_sum for the Eigen3 backend. More...

Detailed Description

All backend specific implementations are defined within this namespace