Index

_

__init__() (inferlo.datasets.Dataset method) (inferlo.datasets.DatasetLoader method) (inferlo.datasets.UaiReader method) (inferlo.DiscreteDomain method) (inferlo.DiscreteFactor method) (inferlo.Domain method) (inferlo.Factor method) (inferlo.FunctionFactor method) (inferlo.GaussianModel method) (inferlo.generic.inference.BackwardBucketElimination method) (inferlo.generic.libdai_bp.BP method) (inferlo.GenericGraphModel method) (inferlo.GraphModel method) (inferlo.InferenceResult method) (inferlo.interop.LibDaiInterop method) (inferlo.NormalFactorGraphModel method) (inferlo.PairWiseFiniteModel method) (inferlo.RealDomain method) (inferlo.Variable method)

A

add_factor() (inferlo.GenericGraphModel method) (inferlo.GraphModel method) (inferlo.NormalFactorGraphModel method) (inferlo.PairWiseFiniteModel method)

add_interaction() (inferlo.PairWiseFiniteModel method) ALL_ALGORITHMS (inferlo.interop.LibDaiInterop attribute) apply_function() (inferlo.FunctionFactor method)

B

BackwardBucketElimination (class in inferlo.generic.inference) belief_propagation() (in module inferlo.generic.inference.inference) binary() (inferlo.DiscreteDomain static method) BP (class in inferlo.generic.libdai_bp)

bucket_elimination() (in module inferlo.generic.inference.inference) bucket_elimination_bt() (in module inferlo.generic.inference.inference) bucket_renormalization() (in module inferlo.generic.inference.inference) build() (inferlo.NormalFactorGraphModel method)

C

check_built() (inferlo.NormalFactorGraphModel method) clique_potts_model() (in module inferlo.testing) clone() (inferlo.Factor method) combine_factors() (inferlo.FunctionFactor static method)

combine_with() (inferlo.FunctionFactor method) copy() (inferlo.GenericGraphModel method) cos() (inferlo.FunctionFactor method) create() (inferlo.PairWiseFiniteModel static method) custom_dataset_exists() (inferlo.datasets.DatasetLoader method)

D

Dataset (class in inferlo.datasets) DatasetLoader (class in inferlo.datasets) decode_state() (inferlo.PairWiseFiniteModel method) DEFAULT_OPTIONS (inferlo.interop.LibDaiInterop attribute) DiscreteDomain (class in inferlo)

DiscreteFactor (class in inferlo) Domain (class in inferlo) draw_edge_variable_graph() (inferlo.NormalFactorGraphModel method) draw_factor_graph() (inferlo.GraphModel method) draw_pairwise_graph() (inferlo.PairWiseFiniteModel method)

E

encode_state() (inferlo.PairWiseFiniteModel method)

evaluate() (inferlo.GraphModel method) exp() (inferlo.FunctionFactor method)

F

Factor (class in inferlo) fast_dfs() (in module inferlo.graphs) find_max_residual() (inferlo.generic.libdai_bp.BP method) from_factor() (inferlo.DiscreteFactor static method)

from_flat_values() (inferlo.DiscreteFactor static method) from_model() (inferlo.GenericGraphModel static method) (inferlo.NormalFactorGraphModel static method) (inferlo.PairWiseFiniteModel static method) FunctionFactor (class in inferlo)

G

gaussian_BP() (in module inferlo.gaussian.inference.gaussian_belief_propagation) GaussianModel (class in inferlo) GenericGraphModel (class in inferlo) get_all_interactions() (inferlo.PairWiseFiniteModel method) get_dfs_result() (inferlo.PairWiseFiniteModel method) get_edge_variable_graph() (inferlo.NormalFactorGraphModel method) get_edges_array() (inferlo.PairWiseFiniteModel method) get_edges_connected() (inferlo.PairWiseFiniteModel method) get_factor_graph() (inferlo.GraphModel method) get_factors() (inferlo.GenericGraphModel method) (inferlo.GraphModel method) (inferlo.NormalFactorGraphModel method) (inferlo.PairWiseFiniteModel method)

get_graph() (inferlo.PairWiseFiniteModel method) get_interaction_matrix() (inferlo.PairWiseFiniteModel method) get_interactions_for_edges() (inferlo.PairWiseFiniteModel method) get_marginals() (in module inferlo.generic.inference.inference) get_max_domain_size() (inferlo.GraphModel method) get_name() (inferlo.Factor method) get_subgraph_factor_values() (inferlo.PairWiseFiniteModel method) get_symbolic_variables() (inferlo.GraphModel method) get_value_index() (inferlo.DiscreteDomain method) get_variable() (inferlo.GraphModel method) get_variables() (inferlo.GraphModel method) GraphModel (class in inferlo) grid_potts_model() (in module inferlo.testing)

H

has_edge() (inferlo.PairWiseFiniteModel method)

I

infer() (inferlo.GaussianModel method) (inferlo.generic.inference.BackwardBucketElimination static method) (inferlo.generic.libdai_bp.BP static method) (inferlo.GenericGraphModel method) (inferlo.GraphModel method) (inferlo.interop.LibDaiInterop method) (inferlo.NormalFactorGraphModel method) (inferlo.PairWiseFiniteModel method) infer_bruteforce() (in module inferlo.pairwise.bruteforce) infer_edge_elimination() (in module inferlo.forney.edge_elimination) infer_junction_tree() (in module inferlo.pairwise.junction_tree) infer_mean_field() (in module inferlo.pairwise.inference.mean_field) infer_message_passing() (in module inferlo.pairwise.inference.message_passing)

infer_path_dp() (in module inferlo.pairwise.inference.path_dp) infer_tree_dp() (in module inferlo.pairwise.inference.tree_dp) InferenceResult (class in inferlo) inferlo.generic.inference.inference module init() (inferlo.generic.libdai_bp.BP method) is_discrete() (inferlo.DiscreteDomain method) (inferlo.Domain method) (inferlo.Factor method) is_graph_acyclic() (inferlo.PairWiseFiniteModel method) is_libdai_ready() (inferlo.interop.LibDaiInterop method) ising_model_on_graph() (in module inferlo.testing) iterative_join_graph_propagation() (in module inferlo.generic.inference.inference)

L

lasserre() (in module inferlo.pairwise.optimization.convex_hierarchies) LibDaiInterop (class in inferlo.interop) line_potts_model() (in module inferlo.testing) load_custom_dataset() (inferlo.datasets.DatasetLoader method)

load_file_() (inferlo.datasets.DatasetLoader method) load_uai_dataset() (inferlo.datasets.DatasetLoader method) log_z() (inferlo.generic.libdai_bp.BP method) lp_relaxation() (in module inferlo.pairwise.optimization.convex_bounds)

M

map_lp() (in module inferlo.forney.optimization.nfg_map_lp) (in module inferlo.pairwise.optimization.map_lp) marg_prob() (inferlo.generic.libdai_bp.BP method) marginal() (inferlo.DiscreteFactor method) max_lh_bruteforce() (in module inferlo.pairwise.bruteforce) max_lh_path_dp() (in module inferlo.pairwise.optimization.path_dp) max_likelihood() (inferlo.GenericGraphModel method) (inferlo.GraphModel method) (inferlo.interop.LibDaiInterop method) (inferlo.NormalFactorGraphModel method) (inferlo.PairWiseFiniteModel method)

max_likelihood_bruteforce() (inferlo.GraphModel method) max_likelihood_junction_tree() (in module inferlo.pairwise.junction_tree) max_likelihood_tree_dp() (in module inferlo.pairwise.optimization.tree_dp) max_marginal() (inferlo.DiscreteFactor method) mean_field() (in module inferlo.generic.inference.inference) mini_bucket_elimination() (in module inferlo.generic.inference.inference) mini_bucket_elimination_bt() (in module inferlo.generic.inference.inference) mini_bucket_renormalization_bt() (in module inferlo.generic.inference.inference) ML_ALGORITHMS (inferlo.interop.LibDaiInterop attribute) module inferlo.generic.inference.inference

N

NormalFactorGraphModel (class in inferlo)

P

pairwise_model_on_graph() (in module inferlo.testing) PairWiseFiniteModel (class in inferlo)

part_func_bruteforce() (inferlo.GraphModel method) path_decomposition() (in module inferlo.graphs)

R

random_generic_model() (in module inferlo.testing) range() (inferlo.DiscreteDomain static method) read_marginals() (inferlo.datasets.UaiReader method)

read_model() (inferlo.datasets.UaiReader method) RealDomain (class in inferlo) restrict() (inferlo.DiscreteFactor method) run() (inferlo.generic.libdai_bp.BP method)

S

sample() (inferlo.GraphModel method) (inferlo.PairWiseFiniteModel method) sample_bruteforce() (in module inferlo.pairwise.bruteforce) sample_junction_tree() (in module inferlo.pairwise.junction_tree) sample_tree_dp() (in module inferlo.pairwise.sampling.tree_dp)

save_custom_dataset() (inferlo.datasets.DatasetLoader method) set_field() (inferlo.PairWiseFiniteModel method) sherali_adams() (in module inferlo.pairwise.optimization.convex_hierarchies) sin() (inferlo.FunctionFactor method) size() (inferlo.DiscreteDomain method) (inferlo.Domain method)

T

to_junction_tree_model() (in module inferlo.pairwise.junction_tree)

tree_potts_model() (in module inferlo.testing)

U

UaiReader (class in inferlo.datasets)

V

value() (inferlo.DiscreteFactor method) (inferlo.Factor method) (inferlo.FunctionFactor method)

Variable (class in inferlo)

W

weighted_mini_bucket_elimination() (in module inferlo.generic.inference.inference)

write_fg_file() (inferlo.interop.LibDaiInterop static method)