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Stan Math Library
4.9.0
Automatic Differentiation
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Stan Math Library
4.9.0
Automatic Differentiation
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#include <stan/math/prim/fun/Eigen.hpp>#include <stan/math/rev/fun/LDLT_factor.hpp>#include <stan/math/rev/fun/Phi.hpp>#include <stan/math/rev/fun/Phi_approx.hpp>#include <stan/math/rev/fun/abs.hpp>#include <stan/math/rev/fun/accumulator.hpp>#include <stan/math/rev/fun/acos.hpp>#include <stan/math/rev/fun/acosh.hpp>#include <stan/math/rev/fun/append_col.hpp>#include <stan/math/rev/fun/append_row.hpp>#include <stan/math/rev/fun/as_bool.hpp>#include <stan/math/rev/fun/as_array_or_scalar.hpp>#include <stan/math/rev/fun/as_column_vector_or_scalar.hpp>#include <stan/math/rev/fun/arg.hpp>#include <stan/math/rev/fun/asin.hpp>#include <stan/math/rev/fun/asinh.hpp>#include <stan/math/rev/fun/atan.hpp>#include <stan/math/rev/fun/atan2.hpp>#include <stan/math/rev/fun/atanh.hpp>#include <stan/math/rev/fun/bessel_first_kind.hpp>#include <stan/math/rev/fun/bessel_second_kind.hpp>#include <stan/math/rev/fun/beta.hpp>#include <stan/math/rev/fun/binary_log_loss.hpp>#include <stan/math/rev/fun/cbrt.hpp>#include <stan/math/rev/fun/ceil.hpp>#include <stan/math/rev/fun/cholesky_decompose.hpp>#include <stan/math/rev/fun/cholesky_corr_constrain.hpp>#include <stan/math/rev/fun/cholesky_factor_constrain.hpp>#include <stan/math/rev/fun/cumulative_sum.hpp>#include <stan/math/rev/fun/columns_dot_product.hpp>#include <stan/math/rev/fun/columns_dot_self.hpp>#include <stan/math/rev/fun/conj.hpp>#include <stan/math/rev/fun/cos.hpp>#include <stan/math/rev/fun/cosh.hpp>#include <stan/math/rev/fun/corr_matrix_constrain.hpp>#include <stan/math/rev/fun/cov_matrix_constrain.hpp>#include <stan/math/rev/fun/cov_exp_quad.hpp>#include <stan/math/rev/fun/cov_matrix_constrain_lkj.hpp>#include <stan/math/rev/fun/csr_matrix_times_vector.hpp>#include <stan/math/rev/fun/determinant.hpp>#include <stan/math/rev/fun/diag_pre_multiply.hpp>#include <stan/math/rev/fun/diag_post_multiply.hpp>#include <stan/math/rev/fun/digamma.hpp>#include <stan/math/rev/fun/dims.hpp>#include <stan/math/rev/fun/divide.hpp>#include <stan/math/rev/fun/dot_product.hpp>#include <stan/math/rev/fun/dot_self.hpp>#include <stan/math/rev/fun/eigendecompose_sym.hpp>#include <stan/math/rev/fun/eigenvalues_sym.hpp>#include <stan/math/rev/fun/eigenvectors_sym.hpp>#include <stan/math/rev/fun/elt_divide.hpp>#include <stan/math/rev/fun/elt_multiply.hpp>#include <stan/math/rev/fun/erf.hpp>#include <stan/math/rev/fun/erfc.hpp>#include <stan/math/rev/fun/exp.hpp>#include <stan/math/rev/fun/exp2.hpp>#include <stan/math/rev/fun/expm1.hpp>#include <stan/math/rev/fun/fabs.hpp>#include <stan/math/rev/fun/falling_factorial.hpp>#include <stan/math/rev/fun/fdim.hpp>#include <stan/math/rev/fun/fft.hpp>#include <stan/math/rev/fun/fill.hpp>#include <stan/math/rev/fun/floor.hpp>#include <stan/math/rev/fun/fma.hpp>#include <stan/math/rev/fun/fmax.hpp>#include <stan/math/rev/fun/fmin.hpp>#include <stan/math/rev/fun/fmod.hpp>#include <stan/math/rev/fun/from_var_value.hpp>#include <stan/math/rev/fun/gamma_p.hpp>#include <stan/math/rev/fun/gamma_q.hpp>#include <stan/math/rev/fun/generalized_inverse.hpp>#include <stan/math/rev/fun/gp_periodic_cov.hpp>#include <stan/math/rev/fun/grad.hpp>#include <stan/math/rev/fun/grad_inc_beta.hpp>#include <stan/math/rev/fun/hypergeometric_1F0.hpp>#include <stan/math/rev/fun/hypergeometric_2F1.hpp>#include <stan/math/rev/fun/hypergeometric_pFq.hpp>#include <stan/math/rev/fun/hypot.hpp>#include <stan/math/rev/fun/identity_constrain.hpp>#include <stan/math/rev/fun/identity_free.hpp>#include <stan/math/rev/fun/if_else.hpp>#include <stan/math/rev/fun/inc_beta.hpp>#include <stan/math/rev/fun/inv_inc_beta.hpp>#include <stan/math/rev/fun/initialize_fill.hpp>#include <stan/math/rev/fun/initialize_variable.hpp>#include <stan/math/rev/fun/inv.hpp>#include <stan/math/rev/fun/inv_Phi.hpp>#include <stan/math/rev/fun/inv_cloglog.hpp>#include <stan/math/rev/fun/inv_erfc.hpp>#include <stan/math/rev/fun/inv_logit.hpp>#include <stan/math/rev/fun/inv_sqrt.hpp>#include <stan/math/rev/fun/inv_square.hpp>#include <stan/math/rev/fun/inverse.hpp>#include <stan/math/rev/fun/is_inf.hpp>#include <stan/math/rev/fun/is_nan.hpp>#include <stan/math/rev/fun/is_uninitialized.hpp>#include <stan/math/rev/fun/lambert_w.hpp>#include <stan/math/rev/fun/lb_constrain.hpp>#include <stan/math/rev/fun/lbeta.hpp>#include <stan/math/rev/fun/ldexp.hpp>#include <stan/math/rev/fun/lgamma.hpp>#include <stan/math/rev/fun/lmgamma.hpp>#include <stan/math/rev/fun/lmultiply.hpp>#include <stan/math/rev/fun/log.hpp>#include <stan/math/rev/fun/log10.hpp>#include <stan/math/rev/fun/log1m.hpp>#include <stan/math/rev/fun/log1m_exp.hpp>#include <stan/math/rev/fun/log1m_inv_logit.hpp>#include <stan/math/rev/fun/log1p.hpp>#include <stan/math/rev/fun/log1p_exp.hpp>#include <stan/math/rev/fun/log2.hpp>#include <stan/math/rev/fun/log_determinant.hpp>#include <stan/math/rev/fun/log_determinant_ldlt.hpp>#include <stan/math/rev/fun/log_determinant_spd.hpp>#include <stan/math/rev/fun/log_diff_exp.hpp>#include <stan/math/rev/fun/log_falling_factorial.hpp>#include <stan/math/rev/fun/log_inv_logit.hpp>#include <stan/math/rev/fun/log_inv_logit_diff.hpp>#include <stan/math/rev/fun/log_mix.hpp>#include <stan/math/rev/fun/log_rising_factorial.hpp>#include <stan/math/rev/fun/log_softmax.hpp>#include <stan/math/rev/fun/log_sum_exp.hpp>#include <stan/math/rev/fun/logit.hpp>#include <stan/math/rev/fun/lub_constrain.hpp>#include <stan/math/rev/fun/matrix_exp_multiply.hpp>#include <stan/math/rev/fun/matrix_power.hpp>#include <stan/math/rev/fun/mdivide_left.hpp>#include <stan/math/rev/fun/mdivide_left_ldlt.hpp>#include <stan/math/rev/fun/mdivide_left_spd.hpp>#include <stan/math/rev/fun/mdivide_left_tri.hpp>#include <stan/math/rev/fun/modified_bessel_first_kind.hpp>#include <stan/math/rev/fun/modified_bessel_second_kind.hpp>#include <stan/math/rev/fun/multiply.hpp>#include <stan/math/rev/fun/multiply_log.hpp>#include <stan/math/rev/fun/multiply_lower_tri_self_transpose.hpp>#include <stan/math/rev/fun/norm.hpp>#include <stan/math/rev/fun/norm1.hpp>#include <stan/math/rev/fun/norm2.hpp>#include <stan/math/rev/fun/ordered_constrain.hpp>#include <stan/math/rev/fun/owens_t.hpp>#include <stan/math/rev/fun/polar.hpp>#include <stan/math/rev/fun/positive_ordered_constrain.hpp>#include <stan/math/rev/fun/pow.hpp>#include <stan/math/rev/fun/primitive_value.hpp>#include <stan/math/rev/fun/proj.hpp>#include <stan/math/rev/fun/quad_form.hpp>#include <stan/math/rev/fun/quad_form_sym.hpp>#include <stan/math/rev/fun/read_corr_L.hpp>#include <stan/math/rev/fun/read_corr_matrix.hpp>#include <stan/math/rev/fun/read_cov_L.hpp>#include <stan/math/rev/fun/read_cov_matrix.hpp>#include <stan/math/rev/fun/rep_matrix.hpp>#include <stan/math/rev/fun/rep_row_vector.hpp>#include <stan/math/rev/fun/rep_vector.hpp>#include <stan/math/rev/fun/rising_factorial.hpp>#include <stan/math/rev/fun/round.hpp>#include <stan/math/rev/fun/rows_dot_product.hpp>#include <stan/math/rev/fun/rows_dot_self.hpp>#include <stan/math/rev/fun/sd.hpp>#include <stan/math/rev/fun/simplex_constrain.hpp>#include <stan/math/rev/fun/sin.hpp>#include <stan/math/rev/fun/singular_values.hpp>#include <stan/math/rev/fun/stochastic_column_constrain.hpp>#include <stan/math/rev/fun/stochastic_row_constrain.hpp>#include <stan/math/rev/fun/svd.hpp>#include <stan/math/rev/fun/svd_U.hpp>#include <stan/math/rev/fun/svd_V.hpp>#include <stan/math/rev/fun/sinh.hpp>#include <stan/math/rev/fun/softmax.hpp>#include <stan/math/rev/fun/sqrt.hpp>#include <stan/math/rev/fun/square.hpp>#include <stan/math/rev/fun/squared_distance.hpp>#include <stan/math/rev/fun/stan_print.hpp>#include <stan/math/rev/fun/step.hpp>#include <stan/math/rev/fun/sum.hpp>#include <stan/math/rev/fun/tan.hpp>#include <stan/math/rev/fun/tanh.hpp>#include <stan/math/rev/fun/tcrossprod.hpp>#include <stan/math/rev/fun/tgamma.hpp>#include <stan/math/rev/fun/to_var.hpp>#include <stan/math/rev/fun/to_arena.hpp>#include <stan/math/rev/fun/to_soa_sparse_matrix.hpp>#include <stan/math/rev/fun/to_var_value.hpp>#include <stan/math/rev/fun/to_vector.hpp>#include <stan/math/rev/fun/trace.hpp>#include <stan/math/rev/fun/trace_gen_inv_quad_form_ldlt.hpp>#include <stan/math/rev/fun/trace_gen_quad_form.hpp>#include <stan/math/rev/fun/trace_inv_quad_form_ldlt.hpp>#include <stan/math/rev/fun/trace_quad_form.hpp>#include <stan/math/rev/fun/trigamma.hpp>#include <stan/math/rev/fun/trunc.hpp>#include <stan/math/rev/fun/unit_vector_constrain.hpp>#include <stan/math/rev/fun/ub_constrain.hpp>#include <stan/math/rev/fun/value_of.hpp>#include <stan/math/rev/fun/value_of_rec.hpp>#include <stan/math/rev/fun/variance.hpp>#include <stan/math/prim/err.hpp>#include <stan/math/prim/fun.hpp>#include <stan/math/prim/functor.hpp>#include <stan/math/prim/meta.hpp>