pykeen
v1.0.0
Getting Started
First Steps
Reference
Pipeline
Models
Data Sets
Triples
Training
Stoppers
Loss Functions
Evaluation
Sampling
Hyper-parameter Optimization
Appendix
References
pykeen
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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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F
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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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O
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P
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R
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S
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T
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U
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V
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W
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Y
A
activations (pykeen.models.RGCN attribute)
att (pykeen.models.RGCN attribute)
B
base_model (pykeen.models.RGCN attribute)
bases (pykeen.models.RGCN attribute)
BasicNegativeSampler (class in pykeen.sampling)
batch_norms (pykeen.models.RGCN attribute)
batch_size_search() (pykeen.training.LCWATrainingLoop method)
(pykeen.training.SLCWATrainingLoop method)
BCEAfterSigmoidLoss (class in pykeen.losses)
BernoulliNegativeSampler (class in pykeen.sampling)
biases (pykeen.models.RGCN attribute)
blocks (pykeen.models.RGCN attribute)
bn0 (pykeen.models.ConvE attribute)
bn1 (pykeen.models.ConvE attribute)
buffer (pykeen.stoppers.EarlyStopper attribute)
C
ComplEx (class in pykeen.models)
ComplExLiteral (class in pykeen.models)
compute_mr_loss() (pykeen.models.DistMultLiteral method)
continue_callbacks (pykeen.stoppers.EarlyStopper attribute)
ConvE (class in pykeen.models)
ConvKB (class in pykeen.models)
create_inverse_triples (pykeen.datasets.DataSet attribute)
create_lcwa_instances() (pykeen.triples.TriplesFactory method)
(pykeen.triples.TriplesNumericLiteralsFactory method)
create_slcwa_instances() (pykeen.triples.TriplesFactory method)
(pykeen.triples.TriplesNumericLiteralsFactory method)
CrossEntropyLoss (class in pykeen.losses)
D
DataSet (class in pykeen.datasets)
datasets (in module pykeen.datasets)
delta (pykeen.stoppers.EarlyStopper attribute)
device() (pykeen.training.LCWATrainingLoop property)
(pykeen.training.SLCWATrainingLoop property)
DistMult (class in pykeen.models)
DistMultLiteral (class in pykeen.models)
E
EarlyStopper (class in pykeen.stoppers)
entity_to_id (pykeen.triples.TriplesFactory attribute)
entity_to_id() (pykeen.datasets.DataSet property)
ERMLP (class in pykeen.models)
ERMLPE (class in pykeen.models)
evaluate_seconds (pykeen.pipeline.PipelineResult attribute)
evaluation_batch_size (pykeen.stoppers.EarlyStopper attribute)
evaluation_slice_size (pykeen.stoppers.EarlyStopper attribute)
evaluation_triples_factory (pykeen.stoppers.EarlyStopper attribute)
evaluator (pykeen.stoppers.EarlyStopper attribute)
F
factories() (pykeen.datasets.DataSet property)
FB15k (class in pykeen.datasets)
FB15k237 (class in pykeen.datasets)
forward() (pykeen.losses.BCEAfterSigmoidLoss method)
(pykeen.losses.CrossEntropyLoss method)
(pykeen.losses.NSSALoss method)
(pykeen.losses.SoftplusLoss method)
frequency (pykeen.stoppers.EarlyStopper attribute)
G
get_dataset() (in module pykeen.datasets)
get_idx_for_relations() (pykeen.triples.TriplesFactory method)
get_inverse_relation_id() (pykeen.triples.TriplesFactory method)
get_loss_cls() (in module pykeen.losses)
get_model_cls() (in module pykeen.models)
get_most_frequent_relations() (pykeen.triples.TriplesFactory method)
get_negative_sampler_cls() (in module pykeen.sampling)
get_normalized_name() (pykeen.sampling.NegativeSampler class method)
(pykeen.training.LCWATrainingLoop class method)
(pykeen.training.SLCWATrainingLoop class method)
get_summary_dict() (pykeen.stoppers.EarlyStopper method)
get_triples_for_relations() (pykeen.triples.TriplesFactory method)
git_hash (pykeen.pipeline.PipelineResult attribute)
H
Hetionet (class in pykeen.datasets)
hidden_dim (pykeen.models.ERMLP attribute)
HolE (class in pykeen.models)
hpo_default (pykeen.models.ComplEx attribute)
(pykeen.models.ComplExLiteral attribute)
(pykeen.models.ConvE attribute)
(pykeen.models.ConvKB attribute)
(pykeen.models.DistMult attribute)
(pykeen.models.DistMultLiteral attribute)
(pykeen.models.ERMLP attribute)
(pykeen.models.ERMLPE attribute)
(pykeen.models.HolE attribute)
(pykeen.models.KG2E attribute)
(pykeen.models.NTN attribute)
(pykeen.models.ProjE attribute)
(pykeen.models.RESCAL attribute)
(pykeen.models.RGCN attribute)
(pykeen.models.RotatE attribute)
(pykeen.models.SimplE attribute)
(pykeen.models.StructuredEmbedding attribute)
(pykeen.models.TransD attribute)
(pykeen.models.TransE attribute)
(pykeen.models.TransH attribute)
(pykeen.models.TransR attribute)
(pykeen.models.TuckER attribute)
(pykeen.models.UnstructuredModel attribute)
(pykeen.sampling.BasicNegativeSampler attribute)
(pykeen.sampling.BernoulliNegativeSampler attribute)
(pykeen.sampling.NegativeSampler attribute)
hpo_pipeline() (in module pykeen.hpo)
hpo_pipeline_from_config() (in module pykeen.hpo)
hpo_pipeline_from_path() (in module pykeen.hpo)
HpoPipelineResult (class in pykeen.hpo)
I
improvement_criterion (pykeen.stoppers.EarlyStopper attribute)
Instances (class in pykeen.triples)
interaction_function() (pykeen.models.ComplEx static method)
(pykeen.models.DistMult static method)
(pykeen.models.HolE static method)
(pykeen.models.RotatE static method)
(pykeen.models.TransD static method)
(pykeen.models.TransR static method)
K
KG2E (class in pykeen.models)
Kinships (class in pykeen.datasets)
KinshipsTestingTriplesFactory (class in pykeen.datasets)
KinshipsTrainingTriplesFactory (class in pykeen.datasets)
KinshipsValidationTriplesFactory (class in pykeen.datasets)
L
larger_is_better (pykeen.stoppers.EarlyStopper attribute)
LCWAInstances (class in pykeen.triples)
LCWATrainingLoop (class in pykeen.training)
load_triples() (in module pykeen.triples.utils)
Loss (in module pykeen.losses)
loss_default (pykeen.models.ComplEx attribute)
(pykeen.models.ComplExLiteral attribute)
(pykeen.models.ConvE attribute)
(pykeen.models.ERMLPE attribute)
(pykeen.models.ProjE attribute)
(pykeen.models.SimplE attribute)
(pykeen.models.TuckER attribute)
loss_default_kwargs (pykeen.models.ComplEx attribute)
(pykeen.models.ComplExLiteral attribute)
(pykeen.models.ConvE attribute)
(pykeen.models.DistMultLiteral attribute)
(pykeen.models.ERMLPE attribute)
(pykeen.models.ProjE attribute)
(pykeen.models.SimplE attribute)
(pykeen.models.TuckER attribute)
losses (pykeen.pipeline.PipelineResult attribute)
M
map_triples_to_id() (pykeen.triples.TriplesFactory method)
mapped_triples (pykeen.triples.TriplesFactory attribute)
metadata (pykeen.pipeline.PipelineResult attribute)
metric (pykeen.stoppers.EarlyStopper attribute)
metric_results (pykeen.pipeline.PipelineResult attribute)
model (pykeen.pipeline.PipelineResult attribute)
(pykeen.stoppers.EarlyStopper attribute)
models (in module pykeen.models)
module
pykeen
pykeen.datasets
pykeen.evaluation
pykeen.evaluation.rank_based_evaluator
pykeen.evaluation.sklearn
pykeen.losses
pykeen.models
pykeen.models.multimodal
pykeen.models.unimodal
pykeen.pipeline
pykeen.sampling
pykeen.stoppers
pykeen.triples
pykeen.triples.utils
MultimodalInstances (class in pykeen.triples)
MultimodalLCWAInstances (class in pykeen.triples)
MultimodalSLCWAInstances (class in pykeen.triples)
N
Nations (class in pykeen.datasets)
NationsTestingTriplesFactory (class in pykeen.datasets)
NationsTrainingTriplesFactory (class in pykeen.datasets)
NationsValidationTriplesFactory (class in pykeen.datasets)
negative_samplers (in module pykeen.sampling)
NegativeSampler (class in pykeen.sampling)
new_with_relations() (pykeen.triples.TriplesFactory method)
new_without_relations() (pykeen.triples.TriplesFactory method)
NopStopper (class in pykeen.stoppers)
NSSALoss (class in pykeen.losses)
NTN (class in pykeen.models)
num_entities() (pykeen.datasets.DataSet property)
(pykeen.sampling.NegativeSampler property)
(pykeen.triples.Instances property)
(pykeen.triples.TriplesFactory property)
num_instances() (pykeen.triples.Instances property)
num_negs_per_pos() (pykeen.training.SLCWATrainingLoop property)
num_relations() (pykeen.datasets.DataSet property)
(pykeen.triples.TriplesFactory property)
num_triples() (pykeen.triples.TriplesFactory property)
number_evaluations (pykeen.stoppers.EarlyStopper attribute)
number_results() (pykeen.stoppers.EarlyStopper property)
O
objective (pykeen.hpo.HpoPipelineResult attribute)
OpenBioLink (class in pykeen.datasets)
OpenBioLinkF1 (class in pykeen.datasets)
OpenBioLinkF2 (class in pykeen.datasets)
OpenBioLinkLQ (class in pykeen.datasets)
P
patience (pykeen.stoppers.EarlyStopper attribute)
pipeline() (in module pykeen.pipeline)
PipelineResult (class in pykeen.pipeline)
plot_losses() (pykeen.pipeline.PipelineResult method)
post_parameter_update() (pykeen.models.DistMult method)
(pykeen.models.HolE method)
(pykeen.models.KG2E method)
(pykeen.models.RGCN method)
(pykeen.models.RotatE method)
(pykeen.models.StructuredEmbedding method)
(pykeen.models.TransD method)
(pykeen.models.TransE method)
(pykeen.models.TransH method)
(pykeen.models.TransR method)
ProjE (class in pykeen.models)
pykeen
module
pykeen.datasets
module
pykeen.evaluation
module
pykeen.evaluation.rank_based_evaluator
module
pykeen.evaluation.sklearn
module
pykeen.losses
module
pykeen.models
module
pykeen.models.multimodal
module
pykeen.models.unimodal
module
pykeen.pipeline
module
pykeen.sampling
module
pykeen.stoppers
module
pykeen.triples
module
pykeen.triples.utils
module
R
random_seed (pykeen.pipeline.PipelineResult attribute)
RankBasedEvaluator (class in pykeen.evaluation)
RankBasedMetricResults (class in pykeen.evaluation)
regularize_if_necessary() (pykeen.models.TransH method)
regularizer_default (pykeen.models.ComplEx attribute)
(pykeen.models.ConvKB attribute)
(pykeen.models.DistMult attribute)
(pykeen.models.RESCAL attribute)
(pykeen.models.SimplE attribute)
(pykeen.models.TransH attribute)
regularizer_default_kwargs (pykeen.models.ComplEx attribute)
(pykeen.models.ConvKB attribute)
(pykeen.models.DistMult attribute)
(pykeen.models.RESCAL attribute)
(pykeen.models.SimplE attribute)
(pykeen.models.TransH attribute)
relation_to_id (pykeen.triples.TriplesFactory attribute)
relation_to_id() (pykeen.datasets.DataSet property)
relation_to_inverse (pykeen.triples.TriplesFactory attribute)
replicate_best_pipeline() (pykeen.hpo.HpoPipelineResult method)
RESCAL (class in pykeen.models)
result_tracker (pykeen.stoppers.EarlyStopper attribute)
results (pykeen.stoppers.EarlyStopper attribute)
RGCN (class in pykeen.models)
RotatE (class in pykeen.models)
S
sample() (pykeen.sampling.BasicNegativeSampler method)
(pykeen.sampling.BernoulliNegativeSampler method)
(pykeen.sampling.NegativeSampler method)
save_model() (pykeen.pipeline.PipelineResult method)
save_to_directory() (pykeen.hpo.HpoPipelineResult method)
(pykeen.pipeline.PipelineResult method)
score_h() (pykeen.models.ConvE method)
(pykeen.models.DistMult method)
(pykeen.models.ERMLP method)
(pykeen.models.ERMLPE method)
(pykeen.models.HolE method)
(pykeen.models.KG2E method)
(pykeen.models.NTN method)
(pykeen.models.ProjE method)
(pykeen.models.RESCAL method)
(pykeen.models.RotatE method)
(pykeen.models.SimplE method)
(pykeen.models.StructuredEmbedding method)
(pykeen.models.TransD method)
(pykeen.models.TransE method)
(pykeen.models.TransH method)
(pykeen.models.TransR method)
(pykeen.models.TuckER method)
(pykeen.models.UnstructuredModel method)
score_hrt() (pykeen.models.ComplEx method)
(pykeen.models.ConvE method)
(pykeen.models.ConvKB method)
(pykeen.models.DistMult method)
(pykeen.models.ERMLP method)
(pykeen.models.ERMLPE method)
(pykeen.models.HolE method)
(pykeen.models.KG2E method)
(pykeen.models.NTN method)
(pykeen.models.ProjE method)
(pykeen.models.RESCAL method)
(pykeen.models.RGCN method)
(pykeen.models.RotatE method)
(pykeen.models.SimplE method)
(pykeen.models.StructuredEmbedding method)
(pykeen.models.TransD method)
(pykeen.models.TransE method)
(pykeen.models.TransH method)
(pykeen.models.TransR method)
(pykeen.models.TuckER method)
(pykeen.models.UnstructuredModel method)
score_t() (pykeen.models.ComplExLiteral method)
(pykeen.models.ConvE method)
(pykeen.models.DistMult method)
(pykeen.models.DistMultLiteral method)
(pykeen.models.ERMLP method)
(pykeen.models.ERMLPE method)
(pykeen.models.HolE method)
(pykeen.models.KG2E method)
(pykeen.models.NTN method)
(pykeen.models.ProjE method)
(pykeen.models.RESCAL method)
(pykeen.models.RotatE method)
(pykeen.models.SimplE method)
(pykeen.models.StructuredEmbedding method)
(pykeen.models.TransD method)
(pykeen.models.TransE method)
(pykeen.models.TransH method)
(pykeen.models.TransR method)
(pykeen.models.TuckER method)
(pykeen.models.UnstructuredModel method)
should_evaluate() (pykeen.stoppers.EarlyStopper method)
(pykeen.stoppers.NopStopper method)
(pykeen.stoppers.Stopper method)
should_stop() (pykeen.stoppers.EarlyStopper method)
(pykeen.stoppers.NopStopper method)
(pykeen.stoppers.Stopper method)
SimplE (class in pykeen.models)
SklearnEvaluator (class in pykeen.evaluation)
SklearnMetricResults (class in pykeen.evaluation)
SLCWAInstances (class in pykeen.triples)
SLCWATrainingLoop (class in pykeen.training)
SoftplusLoss (class in pykeen.losses)
split() (pykeen.triples.TriplesFactory method)
stopped (pykeen.stoppers.EarlyStopper attribute)
stopped_callbacks (pykeen.stoppers.EarlyStopper attribute)
Stopper (class in pykeen.stoppers)
stopper (pykeen.pipeline.PipelineResult attribute)
StructuredEmbedding (class in pykeen.models)
study (pykeen.hpo.HpoPipelineResult attribute)
sub_batch_and_slice() (pykeen.training.LCWATrainingLoop method)
(pykeen.training.SLCWATrainingLoop method)
summarize() (pykeen.datasets.DataSet method)
summary_str() (pykeen.datasets.DataSet method)
T
testing (pykeen.datasets.DataSet attribute)
title() (pykeen.pipeline.PipelineResult property)
to_embeddingdb() (pykeen.training.LCWATrainingLoop method)
(pykeen.training.SLCWATrainingLoop method)
train() (pykeen.training.LCWATrainingLoop method)
(pykeen.training.SLCWATrainingLoop method)
train_seconds (pykeen.pipeline.PipelineResult attribute)
training (pykeen.datasets.DataSet attribute)
training_loop (pykeen.pipeline.PipelineResult attribute)
TransD (class in pykeen.models)
TransE (class in pykeen.models)
TransH (class in pykeen.models)
TransR (class in pykeen.models)
triples (pykeen.triples.TriplesFactory attribute)
triples_factory() (pykeen.training.LCWATrainingLoop property)
(pykeen.training.SLCWATrainingLoop property)
TriplesFactory (class in pykeen.triples)
TriplesNumericLiteralsFactory (class in pykeen.triples)
TuckER (class in pykeen.models)
U
Umls (class in pykeen.datasets)
UmlsTestingTriplesFactory (class in pykeen.datasets)
UmlsTrainingTriplesFactory (class in pykeen.datasets)
UmlsValidationTriplesFactory (class in pykeen.datasets)
UnstructuredModel (class in pykeen.models)
V
validation (pykeen.datasets.DataSet attribute)
version (pykeen.pipeline.PipelineResult attribute)
W
WN18 (class in pykeen.datasets)
WN18RR (class in pykeen.datasets)
Y
YAGO310 (class in pykeen.datasets)
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v: v1.0.0
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