Index

_

__getitem__() (neer_match.data_generator.DataGenerator method) (neer_match.similarity_map.SimilarityMap method) __init__() (neer_match.axiom_generator.AxiomGenerator method) (neer_match.data_generator.DataGenerator method) (neer_match.field_pair_network.FieldPairNetwork method) (neer_match.matching_model.DLMatchingModel method) (neer_match.matching_model.NSMatchingModel method) (neer_match.record_pair_network.RecordPairNetwork method) (neer_match.similarity_encoding.SimilarityEncoder method) (neer_match.similarity_map.SimilarityMap method)

__iter__() (neer_match.similarity_map.SimilarityMap method) __len__() (neer_match.data_generator.DataGenerator method) (neer_match.similarity_map.SimilarityMap method) __str__() (neer_match.data_generator.DataGenerator method) (neer_match.similarity_map.SimilarityMap method)

A

accumulated_local_effect() (in module neer_match.global_explainability) accumulated_local_effect_plot() (in module neer_match.global_explainability) And (neer_match.axiom_generator.AxiomGenerator attribute) assoc_begin (neer_match.similarity_encoding.SimilarityEncoder attribute) assoc_end (neer_match.similarity_encoding.SimilarityEncoder attribute)

assoc_sizes (neer_match.similarity_encoding.SimilarityEncoder attribute) association_names() (neer_match.similarity_map.SimilarityMap method) association_offsets() (neer_match.similarity_map.SimilarityMap method) association_sizes() (neer_match.similarity_map.SimilarityMap method) available_similarities() (in module neer_match.similarity_map) AxiomGenerator (class in neer_match.axiom_generator)

B

batch_size (neer_match.data_generator.DataGenerator attribute) bce (neer_match.matching_model.NSMatchingModel attribute)

build() (neer_match.field_pair_network.FieldPairNetwork method) (neer_match.matching_model.DLMatchingModel method) (neer_match.record_pair_network.RecordPairNetwork method)

C

call() (neer_match.field_pair_network.FieldPairNetwork method) (neer_match.matching_model.DLMatchingModel method) (neer_match.record_pair_network.RecordPairNetwork method)

compile() (neer_match.matching_model.NSMatchingModel method)

D

data_generator (neer_match.axiom_generator.AxiomGenerator attribute) DataGenerator (class in neer_match.data_generator)

depth (neer_match.field_pair_network.FieldPairNetwork attribute) discrete() (in module neer_match.similarity_map) DLMatchingModel (class in neer_match.matching_model)

E

encode_as_matrix() (neer_match.similarity_encoding.SimilarityEncoder method) encoded_shape() (neer_match.similarity_encoding.SimilarityEncoder method) Equiv (neer_match.axiom_generator.AxiomGenerator attribute)

euclidean() (in module neer_match.similarity_map) evaluate() (neer_match.matching_model.DLMatchingModel method) (neer_match.matching_model.NSMatchingModel method) Exists (neer_match.axiom_generator.AxiomGenerator attribute)

F

feature_depths (neer_match.record_pair_network.RecordPairNetwork attribute) field_matching_constants() (neer_match.axiom_generator.AxiomGenerator method) field_non_matching_constants() (neer_match.axiom_generator.AxiomGenerator method) FieldPairNetwork (class in neer_match.field_pair_network) fit() (neer_match.matching_model.DLMatchingModel method) (neer_match.matching_model.NSMatchingModel method) (neer_match.reasoning.RefutationModel method)

ForAll (neer_match.axiom_generator.AxiomGenerator attribute) FormAgg (neer_match.axiom_generator.AxiomGenerator attribute) full_size (neer_match.data_generator.DataGenerator attribute)

G

gaussian() (in module neer_match.similarity_map)

get_config() (neer_match.field_pair_network.FieldPairNetwork method) (neer_match.record_pair_network.RecordPairNetwork method)

I

Implies (neer_match.axiom_generator.AxiomGenerator attribute) indices (neer_match.data_generator.DataGenerator attribute) initial_feature_width_scales (neer_match.record_pair_network.RecordPairNetwork attribute)

initial_record_width_scale (neer_match.record_pair_network.RecordPairNetwork attribute) initial_width_scale (neer_match.field_pair_network.FieldPairNetwork attribute) instructions (neer_match.similarity_map.SimilarityMap attribute)

K

keys() (neer_match.similarity_map.SimilarityMap method)

L

last_batch_size (neer_match.data_generator.DataGenerator attribute) lcols (neer_match.similarity_map.SimilarityMap attribute)

left (neer_match.data_generator.DataGenerator attribute) lime() (in module neer_match.local_explainability)

M

matches (neer_match.data_generator.DataGenerator attribute) mismatch_share (neer_match.data_generator.DataGenerator attribute) module neer_match.axiom_generator neer_match.data_generator neer_match.field_pair_network neer_match.global_explainability neer_match.local_explainability neer_match.matching_model neer_match.reasoning neer_match.record_pair_network neer_match.similarity_encoding neer_match.similarity_map

N

neer_match.axiom_generator module neer_match.data_generator module neer_match.field_pair_network module neer_match.global_explainability module neer_match.local_explainability module neer_match.matching_model module neer_match.reasoning module neer_match.record_pair_network module

neer_match.similarity_encoding module neer_match.similarity_map module no_assoc (neer_match.similarity_encoding.SimilarityEncoder attribute) no_associations() (neer_match.similarity_map.SimilarityMap method) no_batches (neer_match.data_generator.DataGenerator attribute) no_matches() (neer_match.data_generator.DataGenerator method) no_mismatches() (neer_match.data_generator.DataGenerator method) no_pairs() (neer_match.data_generator.DataGenerator method) no_scalls (neer_match.similarity_encoding.SimilarityEncoder attribute) no_used_mismatches_per_match (neer_match.data_generator.DataGenerator attribute) Not (neer_match.axiom_generator.AxiomGenerator attribute) NSMatchingModel (class in neer_match.matching_model)

O

on_epoch_end() (neer_match.data_generator.DataGenerator method)

optimizer (neer_match.matching_model.NSMatchingModel attribute) Or (neer_match.axiom_generator.AxiomGenerator attribute)

P

partial_dependence() (in module neer_match.global_explainability) partial_dependence_feature_importance() (in module neer_match.global_explainability) partial_dependence_function() (in module neer_match.global_explainability) partial_dependence_plot() (in module neer_match.global_explainability)

predict() (neer_match.matching_model.DLMatchingModel method) (neer_match.matching_model.NSMatchingModel method) predict_from_generator() (neer_match.matching_model.DLMatchingModel method) (neer_match.matching_model.NSMatchingModel method)

R

rcols (neer_match.similarity_map.SimilarityMap attribute) record_depth (neer_match.record_pair_network.RecordPairNetwork attribute) record_pair_network (neer_match.matching_model.DLMatchingModel attribute) (neer_match.matching_model.NSMatchingModel attribute)

RecordPairNetwork (class in neer_match.record_pair_network) RefutationModel (class in neer_match.reasoning) report_encoding() (neer_match.similarity_encoding.SimilarityEncoder method) right (neer_match.data_generator.DataGenerator attribute)

S

scalls (neer_match.similarity_encoding.SimilarityEncoder attribute) shap() (in module neer_match.local_explainability) shuffle (neer_match.data_generator.DataGenerator attribute) Sim (neer_match.axiom_generator.AxiomGenerator attribute) similarity_encoder (neer_match.data_generator.DataGenerator attribute) similarity_map (neer_match.data_generator.DataGenerator attribute) (neer_match.matching_model.DLMatchingModel property) (neer_match.matching_model.NSMatchingModel property) (neer_match.record_pair_network.RecordPairNetwork attribute) (neer_match.similarity_encoding.SimilarityEncoder attribute)

SimilarityEncoder (class in neer_match.similarity_encoding) SimilarityMap (class in neer_match.similarity_map) sims (neer_match.similarity_map.SimilarityMap attribute) size (neer_match.field_pair_network.FieldPairNetwork attribute) suggest() (neer_match.matching_model.DLMatchingModel method) (neer_match.matching_model.NSMatchingModel method)

U

used_size (neer_match.data_generator.DataGenerator attribute)