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Stan Math Library
2.12.0
reverse mode automatic differentiation
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This class builds partial derivatives with respect to a set of operands. More...
#include <OperandsAndPartials.hpp>
Public Types | |
typedef fvar< T_partials_return > | T_return_type |
Public Member Functions | |
OperandsAndPartials (const T1 &x1=0, const T2 &x2=0, const T3 &x3=0, const T4 &x4=0, const T5 &x5=0, const T6 &x6=0) | |
T_return_type | value (T_partials_return value) |
~OperandsAndPartials () | |
Public Attributes | |
const T1 & | x1_ |
const T2 & | x2_ |
const T3 & | x3_ |
const T4 & | x4_ |
const T5 & | x5_ |
const T6 & | x6_ |
size_t | n_partials |
T_partials_return * | all_partials |
VectorView< T_partials_return, is_vector< T1 >::value, is_constant_struct< T1 >::value > | d_x1 |
VectorView< T_partials_return, is_vector< T2 >::value, is_constant_struct< T2 >::value > | d_x2 |
VectorView< T_partials_return, is_vector< T3 >::value, is_constant_struct< T3 >::value > | d_x3 |
VectorView< T_partials_return, is_vector< T4 >::value, is_constant_struct< T4 >::value > | d_x4 |
VectorView< T_partials_return, is_vector< T5 >::value, is_constant_struct< T5 >::value > | d_x5 |
VectorView< T_partials_return, is_vector< T6 >::value, is_constant_struct< T6 >::value > | d_x6 |
This class builds partial derivatives with respect to a set of operands.
There are two reason for the generality of this class. The first is to handle vector and scalar arguments without needing to write additional code. The second is to use this class for writing probability distributions that handle primitives, reverse mode, and forward mode variables seamlessly.
This is the partial template specialization for when the return type is fvar<T>.
T1 | First set of operands. |
T2 | Second set of operands. |
T3 | Third set of operands. |
T4 | Fourth set of operands. |
T5 | Fifth set of operands. |
T6 | Sixth set of operands. |
T_return_type | Return type of the expression. This defaults to a template metaprogram that calculates the scalar promotion of T1 – T6. |
Definition at line 101 of file OperandsAndPartials.hpp.
typedef fvar<T_partials_return> stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::T_return_type |
Definition at line 103 of file OperandsAndPartials.hpp.
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Definition at line 134 of file OperandsAndPartials.hpp.
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inline |
Definition at line 176 of file OperandsAndPartials.hpp.
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Definition at line 169 of file OperandsAndPartials.hpp.
T_partials_return* stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::all_partials |
Definition at line 113 of file OperandsAndPartials.hpp.
VectorView<T_partials_return, is_vector<T1>::value, is_constant_struct<T1>::value> stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::d_x1 |
Definition at line 117 of file OperandsAndPartials.hpp.
VectorView<T_partials_return, is_vector<T2>::value, is_constant_struct<T2>::value> stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::d_x2 |
Definition at line 120 of file OperandsAndPartials.hpp.
VectorView<T_partials_return, is_vector<T3>::value, is_constant_struct<T3>::value> stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::d_x3 |
Definition at line 123 of file OperandsAndPartials.hpp.
VectorView<T_partials_return, is_vector<T4>::value, is_constant_struct<T4>::value> stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::d_x4 |
Definition at line 126 of file OperandsAndPartials.hpp.
VectorView<T_partials_return, is_vector<T5>::value, is_constant_struct<T5>::value> stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::d_x5 |
Definition at line 129 of file OperandsAndPartials.hpp.
VectorView<T_partials_return, is_vector<T6>::value, is_constant_struct<T6>::value> stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::d_x6 |
Definition at line 132 of file OperandsAndPartials.hpp.
size_t stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::n_partials |
Definition at line 112 of file OperandsAndPartials.hpp.
const T1& stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::x1_ |
Definition at line 105 of file OperandsAndPartials.hpp.
const T2& stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::x2_ |
Definition at line 106 of file OperandsAndPartials.hpp.
const T3& stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::x3_ |
Definition at line 107 of file OperandsAndPartials.hpp.
const T4& stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::x4_ |
Definition at line 108 of file OperandsAndPartials.hpp.
const T5& stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::x5_ |
Definition at line 109 of file OperandsAndPartials.hpp.
const T6& stan::math::OperandsAndPartials< T1, T2, T3, T4, T5, T6, fvar< T_partials_return > >::x6_ |
Definition at line 110 of file OperandsAndPartials.hpp.