Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V | W _ __call__() (pangolin.interface.Transform method) __eq__() (pangolin.ir.Constant method) (pangolin.ir.Op method) __getitem__() (pangolin.interface.InfixRV method) __setattr__() (pangolin.ir.RV method) __str__() (pangolin.ir.Op method) (pangolin.ir.Transformed method) (pangolin.ir.VMap method) A Abs (class in pangolin.ir) abs() (in module pangolin.interface) Add (class in pangolin.ir) add() (in module pangolin.interface) all_unique() (in module pangolin.util) ancestor_log_prob() (in module pangolin.jax_backend) (in module pangolin.torch_backend) ancestor_sample() (in module pangolin.jax_backend) (in module pangolin.torch_backend) ancestor_sampler() (in module pangolin.jax_backend) (in module pangolin.torch_backend) apply_and_invert() (pangolin.interface.Transform method) Arccos (class in pangolin.ir) arccos() (in module pangolin.interface) Arccosh (class in pangolin.ir) arccosh() (in module pangolin.interface) Arcsin (class in pangolin.ir) arcsin() (in module pangolin.interface) Arcsinh (class in pangolin.ir) arcsinh() (in module pangolin.interface) Arctan (class in pangolin.ir) arctan() (in module pangolin.interface) Arctanh (class in pangolin.ir) arctanh() (in module pangolin.interface) assert_all_leaves_instance_of() (in module pangolin.util) assert_all_leaves_instance_of_with_none() (in module pangolin.util) assert_is_sequence_of() (in module pangolin.util) assimilate_vals() (in module pangolin.util) autoregress() (in module pangolin.interface) Autoregressable (in module pangolin.interface), [1] Autoregressed (in module pangolin.interface), [1] Autoregressive (class in pangolin.ir) autoregressive() (in module pangolin.interface) B Bernoulli (class in pangolin.ir) bernoulli() (in module pangolin.interface) bernoulli_logit() (in module pangolin.interface) BernoulliLogit (class in pangolin.ir) Beta (class in pangolin.ir) beta() (in module pangolin.interface) beta_binomial() (in module pangolin.interface) BetaBinomial (class in pangolin.ir) Bijector (class in pangolin.ir) Binomial (class in pangolin.ir) binomial() (in module pangolin.interface) broadcast() (in module pangolin.interface) Broadcasting (class in pangolin.interface) C Calculate (class in pangolin.blackjax) camel_case_to_snake_case() (in module pangolin.util) Categorical (class in pangolin.ir) categorical() (in module pangolin.interface) Cauchy (class in pangolin.ir) cauchy() (in module pangolin.interface) Cholesky (class in pangolin.ir) cholesky (pangolin.interface.tforms attribute) cholesky() (in module pangolin.interface) comma_separated() (in module pangolin.util) compose_transforms() (in module pangolin.interface) Composite (class in pangolin.ir) composite() (in module pangolin.interface) Config (class in pangolin.interface) config (in module pangolin.interface) Constant (class in pangolin.ir) constant() (in module pangolin.interface) Cos (class in pangolin.ir) cos() (in module pangolin.interface) Cosh (class in pangolin.ir) cosh() (in module pangolin.interface) D Diag (class in pangolin.ir) diag() (in module pangolin.interface) diag_matrix() (in module pangolin.interface) DiagMatrix (class in pangolin.ir) Dirichlet (class in pangolin.ir) dirichlet() (in module pangolin.interface) Div (class in pangolin.ir) div() (in module pangolin.interface) dual_flatten() (in module pangolin.util) E E() (in module pangolin.blackjax) (pangolin.blackjax.Calculate method) Exp (class in pangolin.ir) exp (pangolin.interface.tforms attribute) exp() (in module pangolin.interface) exp_diagonal (pangolin.interface.tforms attribute) ExpBijector (class in pangolin.ir) expit() (in module pangolin.interface) Exponential (class in pangolin.ir) exponential() (in module pangolin.interface) extract_tril (pangolin.interface.tforms attribute) extract_tril() (in module pangolin.interface) F fill_tril (pangolin.interface.tforms attribute) fill_tril() (in module pangolin.interface) first() (in module pangolin.util) first_index() (in module pangolin.util) flatten_args() (in module pangolin.util) flatten_fun() (in module pangolin.util) G Gamma (class in pangolin.ir) gamma() (in module pangolin.interface) get_children() (in module pangolin.dag) get_graph() (in module pangolin.dag) get_positional_args() (in module pangolin.util) get_shape() (pangolin.ir.Abs method) (pangolin.ir.Add method) (pangolin.ir.Arccos method) (pangolin.ir.Arccosh method) (pangolin.ir.Arcsin method) (pangolin.ir.Arcsinh method) (pangolin.ir.Arctan method) (pangolin.ir.Arctanh method) (pangolin.ir.Bernoulli method) (pangolin.ir.BernoulliLogit method) (pangolin.ir.Beta method) (pangolin.ir.BetaBinomial method) (pangolin.ir.Binomial method) (pangolin.ir.Categorical method) (pangolin.ir.Cauchy method) (pangolin.ir.Cholesky method) (pangolin.ir.Constant method) (pangolin.ir.Cos method) (pangolin.ir.Cosh method) (pangolin.ir.Diag method) (pangolin.ir.DiagMatrix method) (pangolin.ir.Dirichlet method) (pangolin.ir.Div method) (pangolin.ir.Exp method) (pangolin.ir.Exponential method) (pangolin.ir.Gamma method) (pangolin.ir.Inv method) (pangolin.ir.InvLogit method) (pangolin.ir.Log method) (pangolin.ir.Loggamma method) (pangolin.ir.Logit method) (pangolin.ir.Lognormal method) (pangolin.ir.Matmul method) (pangolin.ir.Mul method) (pangolin.ir.Multinomial method) (pangolin.ir.MultiNormal method) (pangolin.ir.Normal method) (pangolin.ir.NormalPrec method) (pangolin.ir.Op method) (pangolin.ir.Poisson method) (pangolin.ir.Pow method) (pangolin.ir.Sin method) (pangolin.ir.Sinh method) (pangolin.ir.Step method) (pangolin.ir.StudentT method) (pangolin.ir.Sub method) (pangolin.ir.Tan method) (pangolin.ir.Tanh method) (pangolin.ir.Transpose method) (pangolin.ir.Uniform method) (pangolin.ir.VMap method) (pangolin.ir.Wishart method) H has_second_path() (in module pangolin.dag) I Identity (class in pangolin.ir) Index (class in pangolin.ir) index() (in module pangolin.interface) index_orthogonal() (in module pangolin.ir) index_orthogonal_no_slices() (in module pangolin.ir) inf_until_match() (in module pangolin.blackjax) InfixRV (class in pangolin.interface) intersects() (in module pangolin.util) Inv (class in pangolin.ir) inv() (in module pangolin.interface) inv_logit (pangolin.interface.tforms attribute) inv_logit() (in module pangolin.interface) InvLogit (class in pangolin.ir) is_in() (in module pangolin.dag) is_numeric_numpy_array() (in module pangolin.util) is_shape_tuple() (in module pangolin.util) L Log (class in pangolin.ir) log (pangolin.interface.tforms attribute) log() (in module pangolin.interface) log_diagonal (pangolin.interface.tforms attribute) Loggamma (class in pangolin.ir) loggamma() (in module pangolin.interface) Logit (class in pangolin.ir) logit (pangolin.interface.tforms attribute) logit() (in module pangolin.interface) Lognormal (class in pangolin.ir) lognormal() (in module pangolin.interface) M map_inside_tree() (in module pangolin.util) Matmul (class in pangolin.ir) matmul() (in module pangolin.interface) module pangolin.blackjax pangolin.dag pangolin.interface pangolin.ir pangolin.jax_backend pangolin.torch_backend pangolin.util most_specific_class() (in module pangolin.util) Mul (class in pangolin.ir) mul() (in module pangolin.interface) multi_normal() (in module pangolin.interface) Multinomial (class in pangolin.ir) multinomial() (in module pangolin.interface) MultiNormal (class in pangolin.ir) N name (pangolin.ir.Op property) ndim (pangolin.ir.RV property) Node (class in pangolin.dag) Normal (class in pangolin.ir) normal() (in module pangolin.interface) normal_prec() (in module pangolin.interface) NormalPrec (class in pangolin.ir) nth_index() (in module pangolin.util) num2str() (in module pangolin.util) num_not_none() (in module pangolin.util) NUMPY (pangolin.interface.Broadcasting attribute) O OFF (pangolin.interface.Broadcasting attribute) Op (class in pangolin.ir) override() (in module pangolin.interface) P pangolin.blackjax module pangolin.dag module pangolin.interface module pangolin.ir module pangolin.jax_backend module pangolin.torch_backend module pangolin.util module parent_ops (pangolin.interface.InfixRV property) parents (pangolin.dag.Node property) Poisson (class in pangolin.ir) poisson() (in module pangolin.interface) Pow (class in pangolin.ir) pow() (in module pangolin.interface) print_upstream() (in module pangolin.interface) (in module pangolin.ir) R random (pangolin.ir.Abs property) (pangolin.ir.Add property) (pangolin.ir.Arccos property) (pangolin.ir.Arccosh property) (pangolin.ir.Arcsin property) (pangolin.ir.Arcsinh property) (pangolin.ir.Arctan property) (pangolin.ir.Arctanh property) (pangolin.ir.Autoregressive property) (pangolin.ir.Bernoulli property) (pangolin.ir.BernoulliLogit property) (pangolin.ir.Beta property) (pangolin.ir.BetaBinomial property) (pangolin.ir.Bijector property) (pangolin.ir.Binomial property) (pangolin.ir.Categorical property) (pangolin.ir.Cauchy property) (pangolin.ir.Cholesky property) (pangolin.ir.Composite property) (pangolin.ir.Constant property) (pangolin.ir.Cos property) (pangolin.ir.Cosh property) (pangolin.ir.Diag property) (pangolin.ir.DiagMatrix property) (pangolin.ir.Dirichlet property) (pangolin.ir.Div property) (pangolin.ir.Exp property) (pangolin.ir.ExpBijector property) (pangolin.ir.Exponential property) (pangolin.ir.Gamma property) (pangolin.ir.Identity property) (pangolin.ir.Index property) (pangolin.ir.Inv property) (pangolin.ir.InvLogit property) (pangolin.ir.Log property) (pangolin.ir.Loggamma property) (pangolin.ir.Logit property) (pangolin.ir.Lognormal property) (pangolin.ir.Matmul property) (pangolin.ir.Mul property) (pangolin.ir.Multinomial property) (pangolin.ir.MultiNormal property) (pangolin.ir.Normal property) (pangolin.ir.NormalPrec property) (pangolin.ir.Op property) (pangolin.ir.Poisson property) (pangolin.ir.Pow property) (pangolin.ir.Sin property) (pangolin.ir.Sinh property) (pangolin.ir.Softmax property) (pangolin.ir.Step property) (pangolin.ir.StudentT property) (pangolin.ir.Sub property) (pangolin.ir.Sum property) (pangolin.ir.Tan property) (pangolin.ir.Tanh property) (pangolin.ir.Transformed property) (pangolin.ir.Transpose property) (pangolin.ir.Uniform property) (pangolin.ir.VMap property) (pangolin.ir.Wishart property) replace_in_sequence() (in module pangolin.util) reverse (pangolin.interface.Transform property) reverse_dict() (in module pangolin.util) RV (class in pangolin.ir) rv_equal() (in module pangolin.ir) RVLike (in module pangolin.interface) S same() (in module pangolin.util) same_tree() (in module pangolin.util) sample() (in module pangolin.blackjax) (pangolin.blackjax.Calculate method) sample_arviz() (pangolin.blackjax.Calculate method) ScalarOp (class in pangolin.ir) scaled_logit (pangolin.interface.tforms attribute) Shape (in module pangolin.ir) shape (pangolin.ir.RV property) short_pytree_string() (in module pangolin.util) sigmoid() (in module pangolin.interface) SIMPLE (pangolin.interface.Broadcasting attribute) Sin (class in pangolin.ir) sin() (in module pangolin.interface) Sinh (class in pangolin.ir) sinh() (in module pangolin.interface) Softmax (class in pangolin.ir) softmax() (in module pangolin.interface) sqrt() (in module pangolin.interface) std() (in module pangolin.blackjax) (pangolin.blackjax.Calculate method) Step (class in pangolin.ir) step() (in module pangolin.interface) student_t() (in module pangolin.interface) StudentT (class in pangolin.ir) Sub (class in pangolin.ir) sub() (in module pangolin.interface) Sum (class in pangolin.ir) sum() (in module pangolin.interface) swapped_list() (in module pangolin.util) T Tan (class in pangolin.ir) tan() (in module pangolin.interface) Tanh (class in pangolin.ir) tanh() (in module pangolin.interface) tforms (class in pangolin.interface) Transform (class in pangolin.interface) Transformed (class in pangolin.ir) Transpose (class in pangolin.ir) transpose() (in module pangolin.interface) tree_allclose() (in module pangolin.util) tree_flatten_with_none_as_leaf() (in module pangolin.util) tree_map_preserve_none() (in module pangolin.util) tree_map_recurse_at_leaf() (in module pangolin.util) tree_map_recurse_at_leaf_with_none_as_leaf() (in module pangolin.util) tree_map_with_none_as_leaf() (in module pangolin.util) tree_structure_with_none_as_lead() (in module pangolin.util) U unconstrain_spd (pangolin.interface.tforms attribute) Uniform (class in pangolin.ir) uniform() (in module pangolin.interface) unzip() (in module pangolin.util) upstream_nodes() (in module pangolin.dag) upstream_nodes_flat() (in module pangolin.dag) upstream_with_descendent() (in module pangolin.dag) upstream_with_descendent_old() (in module pangolin.dag) V value (pangolin.ir.Constant attribute) var() (in module pangolin.blackjax) (pangolin.blackjax.Calculate method) VarNames (class in pangolin.util) vindex (pangolin.interface.InfixRV property) vindex() (in module pangolin.interface) VMap (class in pangolin.ir) vmap() (in module pangolin.interface) W Wishart (class in pangolin.ir) wishart() (in module pangolin.interface) WriteOnceDefaultDict (class in pangolin.util) WriteOnceDict (class in pangolin.util)
