Stan Math Library
2.8.0
reverse mode automatic differentiation
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Here is a list of all files with brief descriptions:
[detail level
1
2
3
4
5
6
]
stan
math
fwd
arr
fun
log_sum_exp.hpp
sum.hpp
core
fvar.hpp
operator_addition.hpp
operator_division.hpp
operator_equal.hpp
operator_greater_than.hpp
operator_greater_than_or_equal.hpp
operator_less_than.hpp
operator_less_than_or_equal.hpp
operator_multiplication.hpp
operator_not_equal.hpp
operator_subtraction.hpp
operator_unary_minus.hpp
std_numeric_limits.hpp
mat
fun
columns_dot_product.hpp
columns_dot_self.hpp
crossprod.hpp
determinant.hpp
divide.hpp
dot_product.hpp
dot_self.hpp
Eigen_NumTraits.hpp
inverse.hpp
log_determinant.hpp
log_softmax.hpp
log_sum_exp.hpp
mdivide_left.hpp
mdivide_left_ldlt.hpp
mdivide_left_tri_low.hpp
mdivide_right.hpp
mdivide_right_tri_low.hpp
multiply.hpp
multiply_lower_tri_self_transpose.hpp
qr_Q.hpp
qr_R.hpp
quad_form_sym.hpp
rows_dot_product.hpp
rows_dot_self.hpp
softmax.hpp
sort_asc.hpp
sort_desc.hpp
sum.hpp
tcrossprod.hpp
to_fvar.hpp
trace_gen_quad_form.hpp
trace_quad_form.hpp
typedefs.hpp
functor
gradient.hpp
jacobian.hpp
scal
fun
abs.hpp
acos.hpp
acosh.hpp
asin.hpp
asinh.hpp
atan.hpp
atan2.hpp
atanh.hpp
bessel_first_kind.hpp
bessel_second_kind.hpp
binary_log_loss.hpp
binomial_coefficient_log.hpp
cbrt.hpp
ceil.hpp
cos.hpp
cosh.hpp
digamma.hpp
erf.hpp
erfc.hpp
exp.hpp
exp2.hpp
expm1.hpp
fabs.hpp
falling_factorial.hpp
fdim.hpp
floor.hpp
fma.hpp
fmax.hpp
fmin.hpp
fmod.hpp
gamma_p.hpp
gamma_q.hpp
grad_inc_beta.hpp
hypot.hpp
inc_beta.hpp
inv.hpp
inv_cloglog.hpp
inv_logit.hpp
inv_Phi.hpp
inv_sqrt.hpp
inv_square.hpp
is_inf.hpp
is_nan.hpp
lbeta.hpp
lgamma.hpp
lmgamma.hpp
log.hpp
log10.hpp
log1m.hpp
log1m_exp.hpp
log1m_inv_logit.hpp
log1p.hpp
log1p_exp.hpp
log2.hpp
log_diff_exp.hpp
log_falling_factorial.hpp
log_inv_logit.hpp
log_mix.hpp
log_rising_factorial.hpp
log_sum_exp.hpp
logit.hpp
modified_bessel_first_kind.hpp
modified_bessel_second_kind.hpp
multiply_log.hpp
owens_t.hpp
Phi.hpp
pow.hpp
primitive_value.hpp
rising_factorial.hpp
round.hpp
sin.hpp
sinh.hpp
sqrt.hpp
square.hpp
tan.hpp
tanh.hpp
tgamma.hpp
trunc.hpp
value_of.hpp
value_of_rec.hpp
meta
is_fvar.hpp
partials_type.hpp
core.hpp
memory
stack_alloc.hpp
mix
mat
fun
typedefs.hpp
functor
derivative.hpp
finite_diff_grad_hessian.hpp
grad_hessian.hpp
grad_tr_mat_times_hessian.hpp
gradient_dot_vector.hpp
hessian.hpp
hessian_times_vector.hpp
partial_derivative.hpp
arr.hpp
prim
arr
fun
dist.hpp
dot.hpp
dot_self.hpp
log_sum_exp.hpp
rep_array.hpp
scaled_add.hpp
sub.hpp
sum.hpp
functor
coupled_ode_observer.hpp
coupled_ode_system.hpp
integrate_ode.hpp
meta
container_view.hpp
get.hpp
index_type.hpp
is_vector.hpp
length.hpp
mat
err
check_cholesky_factor.hpp
check_cholesky_factor_corr.hpp
check_column_index.hpp
check_corr_matrix.hpp
check_cov_matrix.hpp
check_ldlt_factor.hpp
check_lower_triangular.hpp
check_matching_dims.hpp
check_matching_sizes.hpp
check_multiplicable.hpp
check_ordered.hpp
check_pos_definite.hpp
check_pos_semidefinite.hpp
check_positive_ordered.hpp
check_range.hpp
check_row_index.hpp
check_simplex.hpp
check_spsd_matrix.hpp
check_square.hpp
check_std_vector_index.hpp
check_symmetric.hpp
check_unit_vector.hpp
check_vector.hpp
constraint_tolerance.hpp
validate_non_negative_index.hpp
fun
accumulator.hpp
add.hpp
append_col.hpp
append_row.hpp
array_builder.hpp
assign.hpp
autocorrelation.hpp
autocovariance.hpp
block.hpp
cholesky_corr_constrain.hpp
cholesky_corr_free.hpp
cholesky_decompose.hpp
cholesky_factor_constrain.hpp
cholesky_factor_free.hpp
col.hpp
cols.hpp
columns_dot_product.hpp
columns_dot_self.hpp
common_type.hpp
corr_matrix_constrain.hpp
corr_matrix_free.hpp
cov_matrix_constrain.hpp
cov_matrix_constrain_lkj.hpp
cov_matrix_free.hpp
cov_matrix_free_lkj.hpp
crossprod.hpp
csr_extract_u.hpp
csr_extract_v.hpp
csr_extract_w.hpp
csr_matrix_times_vector.hpp
csr_to_dense_matrix.hpp
csr_u_to_z.hpp
cumulative_sum.hpp
determinant.hpp
diag_matrix.hpp
diag_post_multiply.hpp
diag_pre_multiply.hpp
diagonal.hpp
dims.hpp
distance.hpp
divide.hpp
dot_product.hpp
dot_self.hpp
Eigen.hpp
eigenvalues_sym.hpp
eigenvectors_sym.hpp
elt_divide.hpp
elt_multiply.hpp
exp.hpp
factor_cov_matrix.hpp
factor_U.hpp
fill.hpp
get_base1.hpp
get_base1_lhs.hpp
get_lp.hpp
head.hpp
initialize.hpp
inverse.hpp
inverse_spd.hpp
LDLT_factor.hpp
log.hpp
log_determinant.hpp
log_determinant_ldlt.hpp
log_determinant_spd.hpp
log_softmax.hpp
log_sum_exp.hpp
make_nu.hpp
max.hpp
mdivide_left.hpp
mdivide_left_ldlt.hpp
mdivide_left_spd.hpp
mdivide_left_tri.hpp
mdivide_left_tri_low.hpp
mdivide_right.hpp
mdivide_right_ldlt.hpp
mdivide_right_spd.hpp
mdivide_right_tri.hpp
mdivide_right_tri_low.hpp
mean.hpp
min.hpp
minus.hpp
multiply.hpp
multiply_lower_tri_self_transpose.hpp
num_elements.hpp
ordered_constrain.hpp
ordered_free.hpp
positive_ordered_constrain.hpp
positive_ordered_free.hpp
prod.hpp
promote_common.hpp
promote_scalar.hpp
promote_scalar_type.hpp
promoter.hpp
qr_Q.hpp
qr_R.hpp
quad_form.hpp
quad_form_diag.hpp
quad_form_sym.hpp
rank.hpp
read_corr_L.hpp
read_corr_matrix.hpp
read_cov_L.hpp
read_cov_matrix.hpp
rep_matrix.hpp
rep_row_vector.hpp
rep_vector.hpp
resize.hpp
row.hpp
rows.hpp
rows_dot_product.hpp
rows_dot_self.hpp
sd.hpp
segment.hpp
simplex_constrain.hpp
simplex_free.hpp
singular_values.hpp
size.hpp
softmax.hpp
sort.hpp
sort_indices.hpp
sort_indices_asc.hpp
sort_indices_desc.hpp
squared_distance.hpp
stan_print.hpp
sub_col.hpp
sub_row.hpp
subtract.hpp
sum.hpp
tail.hpp
tcrossprod.hpp
to_array_1d.hpp
to_array_2d.hpp
to_matrix.hpp
to_row_vector.hpp
to_vector.hpp
trace.hpp
trace_gen_inv_quad_form_ldlt.hpp
trace_gen_quad_form.hpp
trace_inv_quad_form_ldlt.hpp
trace_quad_form.hpp
transpose.hpp
typedefs.hpp
unit_vector_constrain.hpp
unit_vector_free.hpp
value_of.hpp
value_of_rec.hpp
variance.hpp
welford_covar_estimator.hpp
welford_var_estimator.hpp
functor
finite_diff_gradient.hpp
finite_diff_hessian.hpp
meta
container_view.hpp
get.hpp
index_type.hpp
is_vector.hpp
is_vector_like.hpp
length.hpp
seq_view.hpp
value_type.hpp
prob
categorical_log.hpp
categorical_logit_log.hpp
categorical_rng.hpp
dirichlet_log.hpp
dirichlet_rng.hpp
gaussian_dlm_obs_log.hpp
inv_wishart_log.hpp
inv_wishart_rng.hpp
lkj_corr_cholesky_log.hpp
lkj_corr_cholesky_rng.hpp
lkj_corr_log.hpp
lkj_corr_rng.hpp
lkj_cov_log.hpp
matrix_normal_prec_log.hpp
multi_gp_cholesky_log.hpp
multi_gp_log.hpp
multi_normal_cholesky_log.hpp
multi_normal_cholesky_rng.hpp
multi_normal_log.hpp
multi_normal_prec_log.hpp
multi_normal_rng.hpp
multi_student_t_log.hpp
multi_student_t_rng.hpp
multinomial_log.hpp
multinomial_rng.hpp
ordered_logistic_log.hpp
ordered_logistic_rng.hpp
wishart_log.hpp
wishart_rng.hpp
scal
err
check_bounded.hpp
check_consistent_size.hpp
check_consistent_sizes.hpp
check_equal.hpp
check_finite.hpp
check_greater.hpp
check_greater_or_equal.hpp
check_less.hpp
check_less_or_equal.hpp
check_nonnegative.hpp
check_nonzero_size.hpp
check_not_nan.hpp
check_positive.hpp
check_positive_finite.hpp
check_positive_size.hpp
check_size_match.hpp
domain_error.hpp
domain_error_vec.hpp
invalid_argument.hpp
invalid_argument_vec.hpp
out_of_range.hpp
fun
abs.hpp
as_bool.hpp
bessel_first_kind.hpp
bessel_second_kind.hpp
binary_log_loss.hpp
binomial_coefficient_log.hpp
constants.hpp
corr_constrain.hpp
corr_free.hpp
digamma.hpp
divide.hpp
exp2.hpp
F32.hpp
falling_factorial.hpp
fdim.hpp
gamma_p.hpp
gamma_q.hpp
grad_2F1.hpp
grad_F32.hpp
grad_inc_beta.hpp
grad_reg_inc_beta.hpp
grad_reg_inc_gamma.hpp
ibeta.hpp
identity_constrain.hpp
identity_free.hpp
if_else.hpp
inc_beta.hpp
inc_beta_dda.hpp
inc_beta_ddb.hpp
inc_beta_ddz.hpp
int_step.hpp
inv.hpp
inv_cloglog.hpp
inv_logit.hpp
inv_Phi.hpp
inv_sqrt.hpp
inv_square.hpp
inverse_softmax.hpp
is_inf.hpp
is_nan.hpp
is_uninitialized.hpp
lb_constrain.hpp
lb_free.hpp
lbeta.hpp
lgamma.hpp
lmgamma.hpp
log1m.hpp
log1m_exp.hpp
log1m_inv_logit.hpp
log1p.hpp
log1p_exp.hpp
log2.hpp
log_diff_exp.hpp
log_falling_factorial.hpp
log_inv_logit.hpp
log_mix.hpp
log_rising_factorial.hpp
log_sum_exp.hpp
logical_and.hpp
logical_eq.hpp
logical_gt.hpp
logical_gte.hpp
logical_lt.hpp
logical_lte.hpp
logical_negation.hpp
logical_neq.hpp
logical_or.hpp
logit.hpp
lub_constrain.hpp
lub_free.hpp
modified_bessel_first_kind.hpp
modified_bessel_second_kind.hpp
modulus.hpp
multiply_log.hpp
owens_t.hpp
Phi.hpp
Phi_approx.hpp
positive_constrain.hpp
positive_free.hpp
primitive_value.hpp
prob_constrain.hpp
prob_free.hpp
promote_scalar.hpp
promote_scalar_type.hpp
rising_factorial.hpp
sign.hpp
square.hpp
step.hpp
trigamma.hpp
ub_constrain.hpp
ub_free.hpp
value_of.hpp
value_of_rec.hpp
meta
child_type.hpp
container_view.hpp
contains_fvar.hpp
contains_nonconstant_struct.hpp
contains_vector.hpp
error_index.hpp
get.hpp
include_summand.hpp
index_type.hpp
is_constant.hpp
is_constant_struct.hpp
is_fvar.hpp
is_var.hpp
is_var_or_arithmetic.hpp
is_vector.hpp
is_vector_like.hpp
length.hpp
length_mvt.hpp
likely.hpp
max_size.hpp
max_size_mvt.hpp
OperandsAndPartials.hpp
partials_return_type.hpp
partials_type.hpp
return_type.hpp
scalar_type.hpp
scalar_type_pre.hpp
size_of.hpp
value_type.hpp
VectorBuilder.hpp
VectorView.hpp
VectorViewMvt.hpp
prob
bernoulli_ccdf_log.hpp
bernoulli_cdf.hpp
bernoulli_cdf_log.hpp
bernoulli_log.hpp
bernoulli_logit_log.hpp
bernoulli_rng.hpp
beta_binomial_ccdf_log.hpp
beta_binomial_cdf.hpp
beta_binomial_cdf_log.hpp
beta_binomial_log.hpp
beta_binomial_rng.hpp
beta_ccdf_log.hpp
beta_cdf.hpp
beta_cdf_log.hpp
beta_log.hpp
beta_rng.hpp
binomial_ccdf_log.hpp
binomial_cdf.hpp
binomial_cdf_log.hpp
binomial_log.hpp
binomial_logit_log.hpp
binomial_rng.hpp
cauchy_ccdf_log.hpp
cauchy_cdf.hpp
cauchy_cdf_log.hpp
cauchy_log.hpp
cauchy_rng.hpp
chi_square_ccdf_log.hpp
chi_square_cdf.hpp
chi_square_cdf_log.hpp
chi_square_log.hpp
chi_square_rng.hpp
double_exponential_ccdf_log.hpp
double_exponential_cdf.hpp
double_exponential_cdf_log.hpp
double_exponential_log.hpp
double_exponential_rng.hpp
exp_mod_normal_ccdf_log.hpp
exp_mod_normal_cdf.hpp
exp_mod_normal_cdf_log.hpp
exp_mod_normal_log.hpp
exp_mod_normal_rng.hpp
exponential_ccdf_log.hpp
exponential_cdf.hpp
exponential_cdf_log.hpp
exponential_log.hpp
exponential_rng.hpp
frechet_ccdf_log.hpp
frechet_cdf.hpp
frechet_cdf_log.hpp
frechet_log.hpp
frechet_rng.hpp
gamma_ccdf_log.hpp
gamma_cdf.hpp
gamma_cdf_log.hpp
gamma_log.hpp
gamma_rng.hpp
gumbel_ccdf_log.hpp
gumbel_cdf.hpp
gumbel_cdf_log.hpp
gumbel_log.hpp
gumbel_rng.hpp
hypergeometric_log.hpp
hypergeometric_rng.hpp
inv_chi_square_ccdf_log.hpp
inv_chi_square_cdf.hpp
inv_chi_square_cdf_log.hpp
inv_chi_square_log.hpp
inv_chi_square_rng.hpp
inv_gamma_ccdf_log.hpp
inv_gamma_cdf.hpp
inv_gamma_cdf_log.hpp
inv_gamma_log.hpp
inv_gamma_rng.hpp
logistic_ccdf_log.hpp
logistic_cdf.hpp
logistic_cdf_log.hpp
logistic_log.hpp
logistic_rng.hpp
lognormal_ccdf_log.hpp
lognormal_cdf.hpp
lognormal_cdf_log.hpp
lognormal_log.hpp
lognormal_rng.hpp
neg_binomial_2_ccdf_log.hpp
neg_binomial_2_cdf.hpp
neg_binomial_2_cdf_log.hpp
neg_binomial_2_log.hpp
neg_binomial_2_log_log.hpp
neg_binomial_2_log_rng.hpp
neg_binomial_2_rng.hpp
neg_binomial_ccdf_log.hpp
neg_binomial_cdf.hpp
neg_binomial_cdf_log.hpp
neg_binomial_log.hpp
neg_binomial_rng.hpp
normal_ccdf_log.hpp
normal_cdf.hpp
normal_cdf_log.hpp
normal_log.hpp
normal_rng.hpp
pareto_ccdf_log.hpp
pareto_cdf.hpp
pareto_cdf_log.hpp
pareto_log.hpp
pareto_rng.hpp
pareto_type_2_ccdf_log.hpp
pareto_type_2_cdf.hpp
pareto_type_2_cdf_log.hpp
pareto_type_2_log.hpp
pareto_type_2_rng.hpp
poisson_ccdf_log.hpp
poisson_cdf.hpp
poisson_cdf_log.hpp
poisson_log.hpp
poisson_log_log.hpp
poisson_log_rng.hpp
poisson_rng.hpp
rayleigh_ccdf_log.hpp
rayleigh_cdf.hpp
rayleigh_cdf_log.hpp
rayleigh_log.hpp
rayleigh_rng.hpp
scaled_inv_chi_square_ccdf_log.hpp
scaled_inv_chi_square_cdf.hpp
scaled_inv_chi_square_cdf_log.hpp
scaled_inv_chi_square_log.hpp
scaled_inv_chi_square_rng.hpp
skew_normal_ccdf_log.hpp
skew_normal_cdf.hpp
skew_normal_cdf_log.hpp
skew_normal_log.hpp
skew_normal_rng.hpp
student_t_ccdf_log.hpp
student_t_cdf.hpp
student_t_cdf_log.hpp
student_t_log.hpp
student_t_rng.hpp
uniform_ccdf_log.hpp
uniform_cdf.hpp
uniform_cdf_log.hpp
uniform_log.hpp
uniform_rng.hpp
von_mises_log.hpp
von_mises_rng.hpp
weibull_ccdf_log.hpp
weibull_cdf.hpp
weibull_cdf_log.hpp
weibull_log.hpp
weibull_rng.hpp
wiener_log.hpp
fun.hpp
rev
arr
fun
log_sum_exp.hpp
sum.hpp
functor
coupled_ode_system.hpp
core
autodiffstackstorage.hpp
chainable.hpp
chainable_alloc.hpp
chainablestack.hpp
ddv_vari.hpp
dv_vari.hpp
dvd_vari.hpp
dvv_vari.hpp
empty_nested.hpp
gevv_vvv_vari.hpp
grad.hpp
matrix_vari.hpp
nested_size.hpp
operator_addition.hpp
operator_divide_equal.hpp
operator_division.hpp
operator_equal.hpp
operator_greater_than.hpp
operator_greater_than_or_equal.hpp
operator_less_than.hpp
operator_less_than_or_equal.hpp
operator_minus_equal.hpp
operator_multiplication.hpp
operator_multiply_equal.hpp
operator_not_equal.hpp
operator_plus_equal.hpp
operator_subtraction.hpp
operator_unary_decrement.hpp
operator_unary_increment.hpp
operator_unary_negative.hpp
operator_unary_not.hpp
operator_unary_plus.hpp
precomp_v_vari.hpp
precomp_vv_vari.hpp
precomp_vvv_vari.hpp
precomputed_gradients.hpp
print_stack.hpp
recover_memory.hpp
recover_memory_nested.hpp
set_zero_all_adjoints.hpp
start_nested.hpp
std_isinf.hpp
std_isnan.hpp
std_numeric_limits.hpp
stored_gradient_vari.hpp
v_vari.hpp
var.hpp
vari.hpp
vd_vari.hpp
vdd_vari.hpp
vdv_vari.hpp
vector_vari.hpp
vv_vari.hpp
vvd_vari.hpp
vvv_vari.hpp
mat
fun
cholesky_decompose.hpp
columns_dot_product.hpp
columns_dot_self.hpp
crossprod.hpp
determinant.hpp
divide.hpp
dot_product.hpp
dot_self.hpp
Eigen_NumTraits.hpp
grad.hpp
initialize_variable.hpp
LDLT_alloc.hpp
LDLT_factor.hpp
log_determinant.hpp
log_determinant_ldlt.hpp
log_determinant_spd.hpp
log_softmax.hpp
log_sum_exp.hpp
mdivide_left.hpp
mdivide_left_ldlt.hpp
mdivide_left_spd.hpp
mdivide_left_tri.hpp
multiply.hpp
multiply_lower_tri_self_transpose.hpp
quad_form.hpp
quad_form_sym.hpp
rows_dot_product.hpp
sd.hpp
softmax.hpp
sort_asc.hpp
sort_desc.hpp
squared_distance.hpp
stan_print.hpp
sum.hpp
tcrossprod.hpp
to_var.hpp
trace_gen_inv_quad_form_ldlt.hpp
trace_gen_quad_form.hpp
trace_inv_quad_form_ldlt.hpp
trace_quad_form.hpp
typedefs.hpp
variance.hpp
functor
gradient.hpp
jacobian.hpp
functor.hpp
scal
fun
abs.hpp
acos.hpp
acosh.hpp
as_bool.hpp
asin.hpp
asinh.hpp
atan.hpp
atan2.hpp
atanh.hpp
bessel_first_kind.hpp
bessel_second_kind.hpp
binary_log_loss.hpp
boost_fpclassify.hpp
boost_isfinite.hpp
boost_isinf.hpp
boost_isnan.hpp
boost_isnormal.hpp
calculate_chain.hpp
cbrt.hpp
ceil.hpp
cos.hpp
cosh.hpp
digamma.hpp
erf.hpp
erfc.hpp
exp.hpp
exp2.hpp
expm1.hpp
fabs.hpp
falling_factorial.hpp
fdim.hpp
floor.hpp
fma.hpp
fmax.hpp
fmin.hpp
fmod.hpp
gamma_p.hpp
gamma_q.hpp
grad_inc_beta.hpp
hypot.hpp
ibeta.hpp
if_else.hpp
inc_beta.hpp
inv.hpp
inv_cloglog.hpp
inv_logit.hpp
inv_Phi.hpp
inv_sqrt.hpp
inv_square.hpp
is_inf.hpp
is_nan.hpp
is_uninitialized.hpp
lgamma.hpp
lmgamma.hpp
log.hpp
log10.hpp
log1m.hpp
log1m_exp.hpp
log1p.hpp
log1p_exp.hpp
log2.hpp
log_diff_exp.hpp
log_falling_factorial.hpp
log_mix.hpp
log_rising_factorial.hpp
log_sum_exp.hpp
modified_bessel_first_kind.hpp
modified_bessel_second_kind.hpp
multiply_log.hpp
owens_t.hpp
Phi.hpp
Phi_approx.hpp
pow.hpp
primitive_value.hpp
rising_factorial.hpp
round.hpp
sin.hpp
sinh.hpp
sqrt.hpp
square.hpp
step.hpp
tan.hpp
tanh.hpp
tgamma.hpp
trunc.hpp
value_of.hpp
value_of_rec.hpp
meta
is_var.hpp
partials_type.hpp
core.hpp
version.hpp
math.hpp
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