Knowledge Graph Embedding
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What's Knowledge Graph Embedding?
How To Use
Models
Translating Based Models
Semantic Based Models
Loss
Loss Function
Score
Score Function
Constraint
Contraint
Negative Sampling
Negative Sampling Strategy
Knowledge Graph Embedding
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Index
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Index
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B
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C
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D
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E
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G
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H
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I
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K
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L
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M
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N
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P
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R
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S
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U
_
__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]