| Stan Math Library 2.11.0 reverse mode automatic differentiation

- Main Page
- Modules
- Namespaces
- Classes
- Files

- Class List
- Class Index
- Class Hierarchy
- Class Members

Public Member Functions | List of all members
stan::math::accumulator< T > Class Template Reference

Class to accumulate values and eventually return their sum. More...

`#include <accumulator.hpp>`

## Public Member Functions
| accumulator ()
| Construct an accumulator. More...
| ~accumulator ()
| Destroy an accumulator. More...
template<typename S >
boost::enable_if< boost::is_arithmetic< S >, void >::type | add (S x)
| Add the specified arithmetic type value to the buffer after static casting it to the class type `T`. More...
template<typename S >
boost::disable_if< boost::is_arithmetic< S >, typename boost::enable_if< boost::is_same< S, T >, void >::type >::type | add (const S &x)
| Add the specified non-arithmetic value to the buffer. More...
template<typename S , int R, int C>
void | add (const Eigen::Matrix< S, R, C > &m)
| Add each entry in the specified matrix, vector, or row vector of values to the buffer. More...
template<typename S >
void | add (const std::vector< S > &xs)
| Recursively add each entry in the specified standard vector to the buffer. More...
T | sum () const
| Return the sum of the accumulated values. More...

## Detailed Description

### template<typename T>
class stan::math::accumulator< T >

Class to accumulate values and eventually return their sum.

If no values are ever added, the return value is 0.

This class is useful for speeding up auto-diff of long sums because it uses the `sum()` operation (either from `stan::math` or one defined by argument-dependent lookup.

Template Parameters

  T | Type of scalar added

Definition at line 25 of file accumulator.hpp.

## Constructor & Destructor Documentation

template<typename T>

stan::math::accumulator< T >::accumulator | ( |  | ) |
| inline

Construct an accumulator.

Definition at line 33 of file accumulator.hpp.

template<typename T>

stan::math::accumulator< T >::~accumulator | ( |  | ) |
| inline

Destroy an accumulator.

Definition at line 40 of file accumulator.hpp.

## Member Function Documentation

template<typename T>
template<typename S >

boost::enable_if<boost::is_arithmetic<S>, void>::type stan::math::accumulator< T >::add | ( | S | x | ) |
| inline

Add the specified arithmetic type value to the buffer after static casting it to the class type `T`.

See the Boost doc for `boost::is_arithmetic` for information on what counts as an arithmetic type.

Template Parameters

  S | Type of argument

Parameters

  x | Value to add

Definition at line 54 of file accumulator.hpp.

template<typename T>
template<typename S >

boost::disable_if<boost::is_arithmetic<S>, typename boost::enable_if<boost::is_same<S, T>, void>::type >::type stan::math::accumulator< T >::add | ( | const S & | x | ) |
| inline

Add the specified non-arithmetic value to the buffer.

This function is disabled if the type `S` is arithmetic or if it's not the same as `T`.

See the Boost doc for `boost::is_arithmetic` for information on what counts as an arithmetic type.

Template Parameters

  S | Type of argument

Parameters

  x | Value to add

Definition at line 74 of file accumulator.hpp.

template<typename T>
template<typename S , int R, int C>

void stan::math::accumulator< T >::add | ( | const Eigen::Matrix< S, R, C > & | m | ) |
| inline

Add each entry in the specified matrix, vector, or row vector of values to the buffer.

Template Parameters

  S | type of values in matrix
  R | number of rows in matrix
  C | number of columns in matrix

Parameters

  m | Matrix of values to add

Definition at line 88 of file accumulator.hpp.

template<typename T>
template<typename S >

void stan::math::accumulator< T >::add | ( | const std::vector< S > & | xs | ) |
| inline

Recursively add each entry in the specified standard vector to the buffer.

This will allow vectors of primitives, auto-diff variables to be added; if the vector entries are collections, their elements are recursively added.

Template Parameters

  S | Type of value to recursively add.

Parameters

  xs | Vector of entries to add

Definition at line 103 of file accumulator.hpp.

template<typename T>

T stan::math::accumulator< T >::sum | ( |  | ) | const
| inline

Return the sum of the accumulated values.

Returns
  Sum of accumulated values.

Definition at line 113 of file accumulator.hpp.

The documentation for this class was generated from the following file:

- stan/math/prim/mat/fun/accumulator.hpp

[ Stan Home Page ] © 2011–2016, Stan Development Team.