num_collect::auto_diff::backward::graph Namespace Reference

Namespace of graphs in backward-mode automatic differentiation. More...

Namespaces
namespace	impl
	Namespace of internal implementations.

Classes
class	child_node
	class to save information of child nodes. More...
class	node
	Class of nodes in graphs of automatic differentiation. More...
class	node_differentiator
	Class to compute differential coefficients for nodes in backward-mode automatic differentiation [17]. More...

Typedefs
template<base::concepts::real_scalar Scalar>
using	node_ptr = std::shared_ptr<const node<Scalar>>
	Type of pointers of nodes.

Functions
template<base::concepts::real_scalar Scalar, typename... Args>
auto	create_node (Args &&... args) -> node_ptr< Scalar >
	Create a node.

Detailed Description

Namespace of graphs in backward-mode automatic differentiation.

Typedef Documentation

node_ptr

template<base::concepts::real_scalar Scalar>

using num_collect::auto_diff::backward::graph::node_ptr = std::shared_ptr<const node<Scalar>>

Type of pointers of nodes.

Template Parameters

Scalar

Type of scalars.

Definition at line 40 of file node.h.

Function Documentation

create_node()

template<base::concepts::real_scalar Scalar, typename... Args>

auto num_collect::auto_diff::backward::graph::create_node ( Args &&... args ) -> node_ptr<Scalar>

inlinenodiscard

Create a node.

Template Parameters

Scalar	Type of scalars.
Args	Types of arguments.

Parameters

[in]

args

Arguments.

Returns

Created node.

Definition at line 174 of file node.h.