Stan Math Library
4.9.0
Automatic Differentiation
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auto stan::math::grad_2F1 | ( | const T1 & | a1, |
const T2 & | a2, | ||
const T3 & | b1, | ||
const T_z & | z, | ||
double | precision = 1e-14 , |
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int | max_steps = 1e6 |
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) |
Calculate the gradients of the hypergeometric function (2F1) as the power series stopping when the series converges to within precision
or throwing when the function takes max_steps
steps.
Overload for use where the destination gradients are not required to be the same type as the input variables (most use-cases except grad_inc_beta)
ReturnSameT | Whether return gradients need to be the same type as as inputs |
T1 | scalar type of a1 |
T2 | scalar type of a2 |
T3 | scalar type of b1 |
T_z | scalar type of z |
[in] | a1 | see generalized hypergeometric function definition |
[in] | a2 | see generalized hypergeometric function definition |
[in] | b1 | see generalized hypergeometric function definition |
[in] | z | see generalized hypergeometric function definition |
[in] | precision | magnitude of the increment of the infinite sum to truncate the sum |
[in] | max_steps | number of steps to take |
Overload for use where the destination gradients should be the same type as the input variables (needed for the grad_inc_beta overloads)
ReturnSameT | Whether return gradients need to be the same type as as inputs |
T1 | scalar type of a1 |
T2 | scalar type of a2 |
T3 | scalar type of b1 |
T_z | scalar type of z |
[in] | a1 | see generalized hypergeometric function definition |
[in] | a2 | see generalized hypergeometric function definition |
[in] | b1 | see generalized hypergeometric function definition |
[in] | z | see generalized hypergeometric function definition |
[in] | precision | magnitude of the increment of the infinite sum to truncate the sum |
[in] | max_steps | number of steps to take |
Definition at line 271 of file grad_2F1.hpp.