Index

_

__call__() (KGE.loss.BinaryCrossEntropyLoss method) (KGE.loss.Loss method) (KGE.loss.PairwiseHingeLoss method) (KGE.loss.PairwiseLogisticLoss method) (KGE.loss.SelfAdversarialNegativeSamplingLoss method) (KGE.loss.SquareErrorLoss method) (KGE.ns_strategy.NegativeSampler method) (KGE.ns_strategy.TypedStrategy method) (KGE.ns_strategy.UniformStrategy method) (KGE.score.Dot method) (KGE.score.LpDistance method) (KGE.score.LpDistancePow method) (KGE.score.Score method) __init__() (KGE.data_utils.myIter method) (KGE.loss.BinaryCrossEntropyLoss method), [1] (KGE.loss.Loss method), [1] (KGE.loss.PairwiseHingeLoss method), [1] (KGE.loss.PairwiseLogisticLoss method), [1] (KGE.loss.SelfAdversarialNegativeSamplingLoss method), [1] (KGE.loss.SquareErrorLoss method), [1] (KGE.models.base_model.BaseModel.KGEModel method), [1] (KGE.models.base_model.SemanticModel.SemanticModel method), [1] (KGE.models.base_model.TranslatingModel.TranslatingModel method), [1] (KGE.models.semantic_based.DistMult.DistMult method), [1] (KGE.models.semantic_based.RESCAL.RESCAL method), [1] (KGE.models.translating_based.RotatE.RotatE method), [1] (KGE.models.translating_based.SE.SE method), [1] (KGE.models.translating_based.TransD.TransD method), [1] (KGE.models.translating_based.TransE.TransE method), [1] (KGE.models.translating_based.TransH.TransH method), [1] (KGE.models.translating_based.TransR.TransR method), [1] (KGE.models.translating_based.UM.UM method), [1] (KGE.ns_strategy.NegativeSampler method), [1] (KGE.ns_strategy.TypedStrategy method), [1] (KGE.ns_strategy.UniformStrategy method), [1] (KGE.score.Dot method), [1] (KGE.score.LpDistance method), [1] (KGE.score.LpDistancePow method), [1] (KGE.score.Score method), [1]

__new__() (KGE.data_utils.myIter method) (KGE.loss.BinaryCrossEntropyLoss method) (KGE.loss.Loss method) (KGE.loss.PairwiseHingeLoss method) (KGE.loss.PairwiseLogisticLoss method) (KGE.loss.SelfAdversarialNegativeSamplingLoss method) (KGE.loss.SquareErrorLoss method) (KGE.models.base_model.BaseModel.KGEModel method) (KGE.models.base_model.SemanticModel.SemanticModel method) (KGE.models.base_model.TranslatingModel.TranslatingModel method) (KGE.models.semantic_based.DistMult.DistMult method) (KGE.models.semantic_based.RESCAL.RESCAL method) (KGE.models.translating_based.RotatE.RotatE method) (KGE.models.translating_based.SE.SE method) (KGE.models.translating_based.TransD.TransD method) (KGE.models.translating_based.TransE.TransE method) (KGE.models.translating_based.TransH.TransH method) (KGE.models.translating_based.TransR.TransR method) (KGE.models.translating_based.UM.UM method) (KGE.ns_strategy.NegativeSampler method) (KGE.ns_strategy.TypedStrategy method) (KGE.ns_strategy.UniformStrategy method) (KGE.score.Dot method) (KGE.score.LpDistance method) (KGE.score.LpDistancePow method) (KGE.score.Score method)

B

BinaryCrossEntropyLoss (class in KGE.loss), [1]

C

calculate_data_size() (in module KGE.data_utils) check_path_exist_and_create() (in module KGE.utils)

clip_constraint() (in module KGE.constraint), [1] convert_kg_to_index() (in module KGE.data_utils), [1]

D

DistMult (class in KGE.models.semantic_based.DistMult), [1]

Dot (class in KGE.score), [1]

E

evaluate() (KGE.models.base_model.BaseModel.KGEModel method), [1] (KGE.models.base_model.SemanticModel.SemanticModel method), [1] (KGE.models.base_model.TranslatingModel.TranslatingModel method), [1] (KGE.models.semantic_based.DistMult.DistMult method), [1] (KGE.models.semantic_based.RESCAL.RESCAL method), [1] (KGE.models.translating_based.RotatE.RotatE method), [1] (KGE.models.translating_based.SE.SE method), [1] (KGE.models.translating_based.TransD.TransD method), [1] (KGE.models.translating_based.TransE.TransE method), [1] (KGE.models.translating_based.TransH.TransH method), [1] (KGE.models.translating_based.TransR.TransR method), [1] (KGE.models.translating_based.UM.UM method), [1]

G

geometric_mean_rank() (in module KGE.metrics) get_rank() (KGE.models.base_model.BaseModel.KGEModel method), [1] (KGE.models.base_model.SemanticModel.SemanticModel method), [1] (KGE.models.base_model.TranslatingModel.TranslatingModel method), [1] (KGE.models.semantic_based.DistMult.DistMult method), [1] (KGE.models.semantic_based.RESCAL.RESCAL method), [1] (KGE.models.translating_based.RotatE.RotatE method), [1] (KGE.models.translating_based.SE.SE method), [1] (KGE.models.translating_based.TransD.TransD method), [1] (KGE.models.translating_based.TransE.TransE method), [1] (KGE.models.translating_based.TransH.TransH method), [1] (KGE.models.translating_based.TransR.TransR method), [1] (KGE.models.translating_based.UM.UM method), [1]

H

harmonic_mean_rank() (in module KGE.metrics)

hits_at_k() (in module KGE.metrics)

I

index_kg() (in module KGE.data_utils), [1]

K

KGE.constraint module KGE.data_utils module KGE.loss module KGE.metrics module KGE.models.base_model.BaseModel module KGE.models.base_model.SemanticModel module KGE.models.base_model.TranslatingModel module KGE.models.semantic_based.DistMult module KGE.models.semantic_based.RESCAL module KGE.models.translating_based.RotatE module

KGE.models.translating_based.SE module KGE.models.translating_based.TransD module KGE.models.translating_based.TransE module KGE.models.translating_based.TransH module KGE.models.translating_based.TransR module KGE.models.translating_based.UM module KGE.ns_strategy module KGE.score module KGE.utils module KGEModel (class in KGE.models.base_model.BaseModel), [1]

L

Loss (class in KGE.loss), [1] Lp_regularization() (in module KGE.constraint), [1]

LpDistance (class in KGE.score), [1] LpDistancePow (class in KGE.score), [1]

M

mean_rank() (in module KGE.metrics) mean_reciprocal_rank() (in module KGE.metrics) median_rank() (in module KGE.metrics) module KGE.constraint KGE.data_utils KGE.loss KGE.metrics KGE.models.base_model.BaseModel KGE.models.base_model.SemanticModel KGE.models.base_model.TranslatingModel KGE.models.semantic_based.DistMult KGE.models.semantic_based.RESCAL KGE.models.translating_based.RotatE KGE.models.translating_based.SE KGE.models.translating_based.TransD KGE.models.translating_based.TransE KGE.models.translating_based.TransH KGE.models.translating_based.TransR KGE.models.translating_based.UM KGE.ns_strategy KGE.score KGE.utils

myIter (class in KGE.data_utils)

N

NegativeSampler (class in KGE.ns_strategy), [1]

normalized_embeddings() (in module KGE.constraint), [1] ns_with_same_type() (in module KGE.utils)

P

PairwiseHingeLoss (class in KGE.loss), [1]

PairwiseLogisticLoss (class in KGE.loss), [1]

R

RESCAL (class in KGE.models.semantic_based.RESCAL), [1] restore_model_weights() (KGE.models.base_model.BaseModel.KGEModel method), [1] (KGE.models.base_model.SemanticModel.SemanticModel method), [1] (KGE.models.base_model.TranslatingModel.TranslatingModel method), [1] (KGE.models.semantic_based.DistMult.DistMult method), [1] (KGE.models.semantic_based.RESCAL.RESCAL method), [1] (KGE.models.translating_based.RotatE.RotatE method), [1] (KGE.models.translating_based.SE.SE method), [1] (KGE.models.translating_based.TransD.TransD method), [1] (KGE.models.translating_based.TransE.TransE method), [1] (KGE.models.translating_based.TransH.TransH method), [1] (KGE.models.translating_based.TransR.TransR method), [1] (KGE.models.translating_based.UM.UM method), [1]

rmtree() (in module KGE.utils) RotatE (class in KGE.models.translating_based.RotatE), [1]

S

Score (class in KGE.score), [1] score_hrt() (KGE.models.base_model.BaseModel.KGEModel method), [1] (KGE.models.base_model.SemanticModel.SemanticModel method), [1] (KGE.models.base_model.TranslatingModel.TranslatingModel method), [1] (KGE.models.semantic_based.DistMult.DistMult method), [1] (KGE.models.semantic_based.RESCAL.RESCAL method), [1] (KGE.models.translating_based.RotatE.RotatE method), [1] (KGE.models.translating_based.SE.SE method), [1] (KGE.models.translating_based.TransD.TransD method), [1] (KGE.models.translating_based.TransE.TransE method), [1] (KGE.models.translating_based.TransH.TransH method), [1] (KGE.models.translating_based.TransR.TransR method), [1] (KGE.models.translating_based.UM.UM method), [1]

SE (class in KGE.models.translating_based.SE), [1] SelfAdversarialNegativeSamplingLoss (class in KGE.loss), [1] SemanticModel (class in KGE.models.base_model.SemanticModel), [1] set_tf_iterator() (in module KGE.data_utils) soft_constraint() (in module KGE.constraint), [1] SquareErrorLoss (class in KGE.loss), [1] std_rank() (in module KGE.metrics)

T

train() (KGE.models.base_model.BaseModel.KGEModel method), [1] (KGE.models.base_model.SemanticModel.SemanticModel method), [1] (KGE.models.base_model.TranslatingModel.TranslatingModel method), [1] (KGE.models.semantic_based.DistMult.DistMult method), [1] (KGE.models.semantic_based.RESCAL.RESCAL method), [1] (KGE.models.translating_based.RotatE.RotatE method), [1] (KGE.models.translating_based.SE.SE method), [1] (KGE.models.translating_based.TransD.TransD method), [1] (KGE.models.translating_based.TransE.TransE method), [1] (KGE.models.translating_based.TransH.TransH method), [1] (KGE.models.translating_based.TransR.TransR method), [1] (KGE.models.translating_based.UM.UM method), [1]

train_test_split_no_unseen() (in module KGE.data_utils), [1] TransD (class in KGE.models.translating_based.TransD), [1] TransE (class in KGE.models.translating_based.TransE), [1] TransH (class in KGE.models.translating_based.TransH), [1] TranslatingModel (class in KGE.models.base_model.TranslatingModel), [1] TransR (class in KGE.models.translating_based.TransR), [1] TypedStrategy (class in KGE.ns_strategy), [1]

U

UM (class in KGE.models.translating_based.UM), [1]

UniformStrategy (class in KGE.ns_strategy), [1]