pykeen
v1.3.0
Getting Started
Installation
First Steps
Understanding the Evaluation
Toy Example with Translational Distance Models
Using Checkpoints
Optimizing a Model
Running an Ablation Study
Bring Your Own Data
Trackers
Novel Link Prediction
Performance Tricks
Extending PyKEEN
Reference
Pipeline
Models
Datasets
Triples
Training
Stoppers
Loss Functions
Regularizers
Result Trackers
Evaluation
Negative Sampling
Hyper-parameter Optimization
Ablation
Lookup
Prediction
Sealant
Constants
pykeen.nn
Utilities
Appendix
References
pykeen
»
Index
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Index
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A
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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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J
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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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X
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Y
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Z
_
_OldAbstractModel (class in pykeen.models)
A
ablation_pipeline() (in module pykeen.ablation)
add_parameter() (Regularizer method)
all_in_bounds() (in module pykeen.utils)
apply() (Sealant method)
apply_only_once (Regularizer attribute)
B
BasicNegativeSampler (class in pykeen.sampling)
batch_size_search() (LCWATrainingLoop method)
(SLCWATrainingLoop method)
(TrainingLoop method)
BCEAfterSigmoidLoss (class in pykeen.losses)
BCEWithLogitsLoss (class in pykeen.losses)
BernoulliNegativeSampler (class in pykeen.sampling)
best_epoch (EarlyStopper attribute)
best_metric (EarlyStopper attribute)
broadcast_cat() (in module pykeen.utils)
C
calculate_broadcasted_elementwise_result_shape() (in module pykeen.utils)
can_slice_h (Model attribute)
can_slice_r (Model attribute)
can_slice_t (Model attribute)
cast_constrainer() (in module pykeen.typing)
checksum() (LCWATrainingLoop property)
(SLCWATrainingLoop property)
(TrainingLoop property)
CKG (class in pykeen.datasets)
clamp_norm() (in module pykeen.utils)
clone_and_exchange_triples() (CoreTriplesFactory method)
(TriplesFactory method)
CoDExLarge (class in pykeen.datasets)
CoDExMedium (class in pykeen.datasets)
CoDExSmall (class in pykeen.datasets)
combine_complex() (in module pykeen.utils)
CombinedRegularizer (class in pykeen.regularizers)
compact_mapping() (in module pykeen.utils)
ComplEx (class in pykeen.models)
complex_interaction() (in module pykeen.nn.functional)
ComplExInteraction (class in pykeen.nn.modules)
ComplExLiteral (class in pykeen.models)
compose (class in pykeen.utils)
compressed (LCWAInstances attribute)
compute_loss() (_OldAbstractModel method)
(Model method)
ConceptNet (class in pykeen.datasets)
Constrainer (in module pykeen.typing)
constrainer_default_kwargs (KG2E attribute)
continue_callbacks (EarlyStopper attribute)
ConvE (class in pykeen.models)
conve_interaction() (in module pykeen.nn.functional)
ConvEInteraction (class in pykeen.nn.modules)
convert_to_canonical_shape() (in module pykeen.utils)
ConvKB (class in pykeen.models)
convkb_interaction() (in module pykeen.nn.functional)
ConvKBInteraction (class in pykeen.nn.modules)
CoreTriplesFactory (class in pykeen.triples)
create() (CoreTriplesFactory class method)
create_lcwa_instances() (CoreTriplesFactory method)
(TriplesNumericLiteralsFactory method)
create_slcwa_instances() (CoreTriplesFactory method)
(TriplesNumericLiteralsFactory method)
CrossEntropyLoss (class in pykeen.losses)
CSKG (class in pykeen.datasets)
CSVResultTracker (class in pykeen.trackers)
D
Dataset (class in pykeen.datasets.base)
datasets (in module pykeen.datasets)
DBpedia50 (class in pykeen.datasets)
device() (LCWATrainingLoop property)
(SLCWATrainingLoop property)
(TrainingLoop property)
DeviceHint (in module pykeen.typing)
diagonal_covariance() (GaussianDistribution property)
DistMult (class in pykeen.models)
distmult_interaction() (in module pykeen.nn.functional)
DistMultInteraction (class in pykeen.nn.modules)
DistMultLiteral (class in pykeen.models)
DRKG (class in pykeen.datasets)
E
EagerDataset (class in pykeen.datasets.base)
EarlyStopper (class in pykeen.stoppers)
Embedding (class in pykeen.nn.emb)
embedding_dim (EntityEmbeddingModel attribute)
(EntityRelationEmbeddingModel attribute)
embedding_dim() (Embedding property)
(RepresentationModule property)
EmbeddingSpecification (class in pykeen.nn.emb)
end_run() (FileResultTracker method)
(MLFlowResultTracker method)
(ResultTracker method)
ensure_ftp_directory() (in module pykeen.utils)
ensure_torch_random_state() (in module pykeen.utils)
ensure_tuple() (in module pykeen.utils)
entities_to_ids() (TriplesFactory method)
entity_constrainer_default_kwargs (HolE attribute)
entity_id_to_label() (TriplesFactory property)
entity_shape (Interaction attribute)
(KG2EInteraction attribute)
(SimplEInteraction attribute)
(TransDInteraction attribute)
entity_to_id (Dataset attribute)
entity_to_id() (TriplesFactory property)
entity_word_cloud() (TriplesFactory method)
EntityEmbeddingModel (class in pykeen.models)
EntityRelationEmbeddingModel (class in pykeen.models)
ERMLP (class in pykeen.models)
ermlp_interaction() (in module pykeen.nn.functional)
ERMLPE (class in pykeen.models)
ermlpe_interaction() (in module pykeen.nn.functional)
ERMLPEInteraction (class in pykeen.nn.modules)
ERMLPInteraction (class in pykeen.nn.modules)
estimate_cost_of_sequence() (in module pykeen.utils)
evaluate_seconds (PipelineResult attribute)
evaluation_batch_size (EarlyStopper attribute)
evaluation_slice_size (EarlyStopper attribute)
evaluation_triples_factory (EarlyStopper attribute)
evaluator (EarlyStopper attribute)
evaluators (in module pykeen.evaluation)
expected_likelihood() (in module pykeen.nn.sim)
(KG2E static method)
extend_batch() (in module pykeen.utils)
extended_einsum() (in module pykeen.utils)
extension (CSVResultTracker attribute)
(JSONResultTracker attribute)
extra_repr() (CoreTriplesFactory method)
(TriplesNumericLiteralsFactory method)
F
FB15k (class in pykeen.datasets)
FB15k237 (class in pykeen.datasets)
FileResultTracker (class in pykeen.trackers)
filter_negative_triples() (NegativeSampler method)
fix_dataclass_init_docs() (in module pykeen.utils)
flatten_dictionary() (in module pykeen.utils)
format_relative_comparison() (in module pykeen.utils)
forward() (BCEAfterSigmoidLoss method)
(BCEWithLogitsLoss method)
(CombinedRegularizer method)
(ComplEx method)
(ComplExLiteral method)
(CrossEntropyLoss method)
(DistMultLiteral method)
(Embedding method)
(FunctionalInteraction method)
(Interaction method)
(LpRegularizer method)
(MarginRankingLoss method)
(MSELoss method)
(NoRegularizer method)
(NSSALoss method)
(PowerSumRegularizer method)
(Regularizer method)
(RepresentationModule method)
(SoftplusLoss method)
(TransHRegularizer method)
frequency (EarlyStopper attribute)
from_labeled_triples() (TriplesFactory class method)
from_path() (Dataset class method)
(TriplesFactory class method)
from_tf() (Dataset static method)
from_triples() (LCWAInstances class method)
func() (ComplExInteraction method)
(ConvEInteraction method)
(ConvKBInteraction method)
(DistMultInteraction method)
(ERMLPEInteraction method)
(ERMLPInteraction method)
(HolEInteraction method)
(KG2EInteraction method)
(NTNInteraction method)
(ProjEInteraction method)
(RESCALInteraction method)
(RotatEInteraction method)
(SimplEInteraction method)
(StructuredEmbeddingInteraction method)
(TransDInteraction method)
(TransEInteraction method)
(TransHInteraction method)
(TransRInteraction method)
(TuckerInteraction method)
(UnstructuredModelInteraction method)
FunctionalInteraction (class in pykeen.nn.modules)
G
GaussianDistribution (class in pykeen.typing)
get_all_prediction_df() (in module pykeen.models.predict)
(Model method)
get_batchnorm_modules() (in module pykeen.utils)
get_benchmark() (in module pykeen.utils)
get_cls() (in module pykeen.utils)
get_dataset() (in module pykeen.datasets)
get_df_io() (in module pykeen.utils)
get_entities() (in module pykeen.triples.utils)
get_entity_ids() (CoreTriplesFactory method)
(TriplesFactory method)
get_expected_norm() (in module pykeen.utils)
get_grad_params() (Model method)
get_head_prediction_df() (in module pykeen.models.predict)
(Model method)
get_in_canonical_shape() (RepresentationModule method)
get_inverse_relation_id() (CoreTriplesFactory method)
(TriplesFactory method)
get_json_bytes_io() (in module pykeen.utils)
get_loss_cls() (in module pykeen.losses)
get_mask_for_entities() (CoreTriplesFactory method)
(TriplesFactory method)
get_mask_for_relations() (CoreTriplesFactory method)
(TriplesFactory method)
get_model_cls() (in module pykeen.models)
get_model_io() (in module pykeen.utils)
get_most_frequent_relations() (CoreTriplesFactory method)
get_negative_sampler_cls() (in module pykeen.sampling)
get_normalized_name() (Dataset class method)
(LCWATrainingLoop class method)
(Regularizer class method)
(SLCWATrainingLoop class method)
(TrainingLoop class method)
get_optimal_sequence() (in module pykeen.utils)
get_regularizer_cls() (in module pykeen.regularizers)
get_relation_ids() (CoreTriplesFactory method)
(TriplesFactory method)
get_relation_prediction_df() (in module pykeen.models.predict)
(Model method)
get_relations() (in module pykeen.triples.utils)
get_result_tracker_cls() (in module pykeen.trackers)
get_stopper_cls() (in module pykeen.stoppers)
get_subclasses() (in module pykeen.utils)
get_summary_dict() (EarlyStopper method)
(NopStopper method)
(Stopper method)
get_tail_prediction_df() (in module pykeen.models.predict)
(Model method)
get_training_loop_cls() (in module pykeen.training)
get_until_first_blank() (in module pykeen.utils)
git_hash (PipelineResult attribute)
H
has_dataset() (in module pykeen.datasets)
has_mr_loss() (in module pykeen.losses)
has_nssa_loss() (in module pykeen.losses)
head_column (PackedZipRemoteDataset attribute)
HEADER (CSVResultTracker attribute)
header (PackedZipRemoteDataset attribute)
HeadRepresentation (in module pykeen.typing)
Hetionet (class in pykeen.datasets)
HolE (class in pykeen.models)
hole_interaction() (in module pykeen.nn.functional)
HolEInteraction (class in pykeen.nn.modules)
hpo_default (BasicNegativeSampler attribute)
(BernoulliNegativeSampler attribute)
(ComplEx attribute)
(ComplExLiteral attribute)
(ConvE attribute)
(ConvKB attribute)
(DistMult attribute)
(DistMultLiteral attribute)
(ERMLP attribute)
(ERMLPE attribute)
(HolE attribute)
(KG2E attribute)
(LpRegularizer attribute)
(MarginRankingLoss attribute)
(NegativeSampler attribute)
(NoRegularizer attribute)
(NSSALoss attribute)
(NTN attribute)
(PowerSumRegularizer attribute)
(ProjE attribute)
(Regularizer attribute)
(RESCAL attribute)
(RGCN attribute)
(RotatE attribute)
(SimplE attribute)
(StructuredEmbedding attribute)
(TransD attribute)
(TransE attribute)
(TransH attribute)
(TransHRegularizer attribute)
(TransR attribute)
(TuckER attribute)
(UnstructuredModel 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
init_phases() (in module pykeen.nn.init)
init_with_device() (Embedding class method)
Initializer (in module pykeen.typing)
Instances (class in pykeen.triples)
Interaction (class in pykeen.nn.modules)
interaction_function() (ComplEx static method)
(DistMult static method)
(HolE static method)
(RotatE static method)
(TransD static method)
(TransR static method)
invert_mapping() (in module pykeen.utils)
is_cuda_oom_error() (in module pykeen.utils)
is_cudnn_error() (in module pykeen.utils)
J
JSONResultTracker (class in pykeen.trackers)
K
KG2E (class in pykeen.models)
kg2e_interaction() (in module pykeen.nn.functional)
KG2EInteraction (class in pykeen.nn.modules)
Kinships (class in pykeen.datasets)
kullback_leibler_similarity() (in module pykeen.nn.sim)
(KG2E static method)
L
label_triples() (TriplesFactory method)
LabeledTriples (in module pykeen.typing)
larger_is_better (EarlyStopper attribute)
LazyDataset (class in pykeen.datasets.base)
LCWAInstances (class in pykeen.triples)
LCWATrainingLoop (class in pykeen.training)
load_state() (Model method)
load_summary_dict_from_training_loop_checkpoint() (Stopper static method)
load_triples() (in module pykeen.triples.utils)
log_metrics() (CSVResultTracker method)
(JSONResultTracker method)
(MLFlowResultTracker method)
(NeptuneResultTracker method)
(ResultTracker method)
(WANDBResultTracker method)
log_params() (CSVResultTracker method)
(JSONResultTracker method)
(MLFlowResultTracker method)
(NeptuneResultTracker method)
(ResultTracker method)
(WANDBResultTracker method)
loss_default_kwargs (ComplEx attribute)
(ComplExLiteral attribute)
(ConvE attribute)
(DistMultLiteral attribute)
(ERMLPE attribute)
(Model attribute)
(ProjE attribute)
(SimplE attribute)
(TuckER attribute)
losses (in module pykeen.losses)
(PipelineResult attribute)
LpRegularizer (class in pykeen.regularizers)
M
make() (EmbeddingSpecification method)
mapped_triples (SLCWAInstances attribute)
MarginRankingLoss (class in pykeen.losses)
max_id (RepresentationModule attribute)
mean() (GaussianDistribution property)
metadata (PipelineResult attribute)
metric (EarlyStopper attribute)
metric_results (PipelineResult attribute)
metrics (in module pykeen.evaluation)
MLFlowResultTracker (class in pykeen.trackers)
Model (class in pykeen.models)
model (EarlyStopper attribute)
(PipelineResult attribute)
models (in module pykeen.models)
module
pykeen
pykeen.ablation
pykeen.constants
pykeen.datasets
pykeen.datasets.base
pykeen.evaluation
pykeen.evaluation.rank_based_evaluator
pykeen.evaluation.sklearn
pykeen.losses
pykeen.models
pykeen.models.multimodal
pykeen.models.predict
pykeen.models.unimodal
pykeen.nn
pykeen.nn.emb
pykeen.nn.functional
pykeen.nn.init
pykeen.nn.modules
pykeen.nn.sim
pykeen.pipeline
pykeen.regularizers
pykeen.sampling
pykeen.stoppers
pykeen.trackers
pykeen.triples
pykeen.triples.leakage
pykeen.triples.utils
pykeen.typing
pykeen.utils
MSELoss (class in pykeen.losses)
MultimodalInstances (class in pykeen.triples)
MultimodalLCWAInstances (class in pykeen.triples)
MultimodalModel (class in pykeen.models)
MultimodalSLCWAInstances (class in pykeen.triples)
Mutation (in module pykeen.typing)
N
name (OGBBioKG attribute)
(OGBWikiKG attribute)
Nations (class in pykeen.datasets)
negative_norm() (in module pykeen.utils)
negative_norm_of_sum() (in module pykeen.utils)
negative_samplers (in module pykeen.sampling)
NegativeSampler (class in pykeen.sampling)
NeptuneResultTracker (class in pykeen.trackers)
new_with_restriction() (CoreTriplesFactory method)
(TriplesFactory method)
NopStopper (class in pykeen.stoppers)
NoRandomSeedNecessary (class in pykeen.utils)
NoRegularizer (class in pykeen.regularizers)
normalize (CombinedRegularizer attribute)
normalize_string() (in module pykeen.utils)
normalized_lookup() (in module pykeen.utils)
Normalizer (in module pykeen.typing)
NSSALoss (class in pykeen.losses)
NTN (class in pykeen.models)
ntn_interaction() (in module pykeen.nn.functional)
NTNInteraction (class in pykeen.nn.modules)
num_embeddings() (Embedding property)
num_entities (Dataset attribute)
(Model attribute)
num_entities() (CoreTriplesFactory property)
num_negs_per_pos() (SLCWATrainingLoop property)
num_parameter_bytes (Model attribute)
num_relations (Dataset attribute)
(Model attribute)
num_relations() (CoreTriplesFactory property)
(NegativeSampler property)
num_triples() (CoreTriplesFactory property)
number_results() (EarlyStopper property)
numeric_literals (MultimodalInstances attribute)
O
objective (HpoPipelineResult attribute)
OGBBioKG (class in pykeen.datasets)
OGBWikiKG (class in pykeen.datasets)
OpenBioLink (class in pykeen.datasets)
OpenBioLinkF1 (class in pykeen.datasets)
OpenBioLinkF2 (class in pykeen.datasets)
OpenBioLinkLQ (class in pykeen.datasets)
optimizers (in module pykeen.optimizers)
P
PackedZipRemoteDataset (class in pykeen.datasets.base)
pairs (LCWAInstances attribute)
PairwiseLoss (class in pykeen.losses)
PathDataset (class in pykeen.datasets.base)
patience (EarlyStopper attribute)
pipeline() (in module pykeen.pipeline)
PipelineResult (class in pykeen.pipeline)
plot() (PipelineResult method)
plot_er() (PipelineResult method)
plot_losses() (PipelineResult method)
PointwiseLoss (class in pykeen.losses)
pop_regularization_term() (Regularizer method)
post_forward_pass() (_OldAbstractModel method)
(Model method)
post_parameter_update() (_OldAbstractModel method)
(Embedding method)
(EntityEmbeddingModel method)
(EntityRelationEmbeddingModel method)
(KG2E method)
(RepresentationModule method)
(RGCN method)
(TransH method)
PowerSumRegularizer (class in pykeen.regularizers)
predict() (in module pykeen.models.predict)
predict_h() (Model method)
predict_hrt() (Model method)
predict_r() (Model method)
predict_t() (Model method)
prepare_ablation() (in module pykeen.ablation)
prepare_ablation_from_config() (in module pykeen.ablation)
ProjE (class in pykeen.models)
proje_interaction() (in module pykeen.nn.functional)
project_entity() (in module pykeen.utils)
ProjEInteraction (class in pykeen.nn.modules)
pruners (in module pykeen.hpo.pruners)
pykeen
module
pykeen.ablation
module
pykeen.constants
module
pykeen.datasets
module
pykeen.datasets.base
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.predict
module
pykeen.models.unimodal
module
pykeen.nn
module
pykeen.nn.emb
module
pykeen.nn.functional
module
pykeen.nn.init
module
pykeen.nn.modules
module
pykeen.nn.sim
module
pykeen.pipeline
module
pykeen.regularizers
module
pykeen.sampling
module
pykeen.stoppers
module
pykeen.trackers
module
pykeen.triples
module
pykeen.triples.leakage
module
pykeen.triples.utils
module
pykeen.typing
module
pykeen.utils
module
PYKEEN_BENCHMARKS (in module pykeen.constants)
PYKEEN_CHECKPOINTS (in module pykeen.constants)
PYKEEN_DATASETS (in module pykeen.constants)
PYKEEN_EXPERIMENTS (in module pykeen.constants)
PYKEEN_HOME (in module pykeen.constants)
PYKEEN_LOGS (in module pykeen.constants)
R
random_non_negative_int() (in module pykeen.utils)
random_seed (PipelineResult attribute)
RankBasedEvaluator (class in pykeen.evaluation)
RankBasedMetricResults (class in pykeen.evaluation)
ratios (SingleTabbedDataset attribute)
(TabbedDataset attribute)
(TarFileSingleDataset attribute)
real_num_relations() (CoreTriplesFactory property)
regularization_term (Regularizer attribute)
regularize_if_necessary() (_OldAbstractModel method)
(TransH method)
Regularizer (class in pykeen.regularizers)
regularizer_default_kwargs (_OldAbstractModel attribute)
(ComplEx attribute)
(ConvKB attribute)
(DistMult attribute)
(RESCAL attribute)
(SimplE attribute)
(TransH attribute)
regularizers (in module pykeen.regularizers)
reindex() (in module pykeen.triples.leakage)
relation_column (PackedZipRemoteDataset attribute)
relation_dim (EntityRelationEmbeddingModel attribute)
relation_id_to_label() (TriplesFactory property)
relation_shape (Interaction attribute)
(KG2EInteraction attribute)
(NTNInteraction attribute)
(RESCALInteraction attribute)
(SimplEInteraction attribute)
(StructuredEmbeddingInteraction attribute)
(TransDInteraction attribute)
(TransHInteraction attribute)
(TransRInteraction attribute)
(UnstructuredModelInteraction attribute)
relation_to_id (Dataset attribute)
relation_to_id() (TriplesFactory property)
relation_word_cloud() (TriplesFactory method)
RelationRepresentation (in module pykeen.typing)
relations_to_ids() (TriplesFactory method)
relative_delta (EarlyStopper attribute)
remaining_patience (EarlyStopper attribute)
RemoteDataset (class in pykeen.datasets.base)
replicate_best_pipeline() (HpoPipelineResult method)
RepresentationModule (class in pykeen.nn.emb)
RESCAL (class in pykeen.models)
rescal_interaction() (in module pykeen.nn.functional)
RESCALInteraction (class in pykeen.nn.modules)
reset() (Regularizer method)
reset_parameters() (ConvKBInteraction method)
(Embedding method)
(ERMLPInteraction method)
(Interaction method)
(ProjEInteraction method)
(RepresentationModule method)
(TuckerInteraction method)
reset_parameters_() (Model method)
resolve_device() (in module pykeen.utils)
Result (class in pykeen.utils)
result() (ScorePack property)
result_callbacks (EarlyStopper attribute)
result_tracker (EarlyStopper attribute)
results (EarlyStopper attribute)
ResultTracker (class in pykeen.trackers)
RGCN (class in pykeen.models)
RotatE (class in pykeen.models)
rotate_interaction() (in module pykeen.nn.functional)
RotatEInteraction (class in pykeen.nn.modules)
S
sample() (BasicNegativeSampler method)
(BernoulliNegativeSampler method)
(NegativeSampler method)
samplers (in module pykeen.hpo.samplers)
save_model() (PipelineResult method)
save_state() (Model method)
save_to_directory() (HpoPipelineResult method)
(PipelineResult method)
(Result method)
save_to_ftp() (HpoPipelineResult method)
(PipelineResult method)
(Result method)
save_to_s3() (HpoPipelineResult method)
(PipelineResult method)
(Result method)
score() (Interaction method)
score_h() (_OldAbstractModel method)
(ComplEx method)
(ConvE method)
(DistMult method)
(ERMLP method)
(ERMLPE method)
(HolE method)
(Interaction method)
(KG2E method)
(Model method)
(MultimodalModel method)
(NTN method)
(ProjE method)
(RESCAL method)
(RotatE method)
(SimplE method)
(StructuredEmbedding method)
(TransD method)
(TransE method)
(TransH method)
(TransR method)
(TuckER method)
(UnstructuredModel method)
score_h_inverse() (Model method)
score_hrt() (ComplEx method)
(ConvE method)
(ConvKB method)
(DistMult method)
(ERMLP method)
(ERMLPE method)
(HolE method)
(Interaction method)
(KG2E method)
(Model method)
(MultimodalModel method)
(NTN method)
(ProjE method)
(RESCAL method)
(RGCN method)
(RotatE method)
(SimplE method)
(StructuredEmbedding method)
(TransD method)
(TransE method)
(TransH method)
(TransR method)
(TuckER method)
(UnstructuredModel method)
score_hrt_inverse() (Model method)
score_r() (_OldAbstractModel method)
(ComplEx method)
(Interaction method)
(Model method)
(MultimodalModel method)
score_t() (_OldAbstractModel method)
(ComplEx method)
(ConvE method)
(DistMult method)
(ERMLP method)
(ERMLPE method)
(HolE method)
(Interaction method)
(KG2E method)
(Model method)
(MultimodalModel method)
(NTN method)
(ProjE method)
(RESCAL method)
(RotatE method)
(SimplE method)
(StructuredEmbedding method)
(TransD method)
(TransE method)
(TransH method)
(TransR method)
(TuckER method)
(UnstructuredModel method)
score_t_inverse() (Model method)
ScorePack (class in pykeen.typing)
scores() (ScorePack property)
Sealant (class in pykeen.triples.leakage)
sep (PackedZipRemoteDataset attribute)
set_random_seed() (in module pykeen.utils)
SetwiseLoss (class in pykeen.losses)
shape (RepresentationModule attribute)
should_evaluate() (EarlyStopper method)
(NopStopper method)
(Stopper method)
should_stop() (EarlyStopper method)
(NopStopper method)
(Stopper method)
SimplE (class in pykeen.models)
simple_interaction() (in module pykeen.nn.functional)
SimplEInteraction (class in pykeen.nn.modules)
SingleTabbedDataset (class in pykeen.datasets.base)
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() (CoreTriplesFactory method)
split_complex() (in module pykeen.utils)
split_list_in_batches_iter() (in module pykeen.utils)
start_run() (CSVResultTracker method)
(MLFlowResultTracker method)
(ResultTracker method)
stopped (EarlyStopper attribute)
stopped_callbacks (EarlyStopper attribute)
Stopper (class in pykeen.stoppers)
stopper (PipelineResult attribute)
stoppers (in module pykeen.stoppers)
strip_dim() (in module pykeen.utils)
structured_embedding_interaction() (in module pykeen.nn.functional)
StructuredEmbedding (class in pykeen.models)
StructuredEmbeddingInteraction (class in pykeen.nn.modules)
study (HpoPipelineResult attribute)
sub_batch_and_slice() (LCWATrainingLoop method)
(SLCWATrainingLoop method)
(TrainingLoop method)
summarize() (Dataset method)
summary_str() (Dataset method)
synonyms (BCEWithLogitsLoss attribute)
(MarginRankingLoss attribute)
(MSELoss attribute)
(NSSALoss attribute)
T
TabbedDataset (class in pykeen.datasets.base)
tail_column (PackedZipRemoteDataset attribute)
tail_entity_shape (ConvEInteraction attribute)
(Interaction attribute)
TailRepresentation (in module pykeen.typing)
TarFileRemoteDataset (class in pykeen.datasets.base)
TarFileSingleDataset (class in pykeen.datasets.base)
tensor_product() (in module pykeen.utils)
tensor_sum() (in module pykeen.utils)
tensor_to_df() (CoreTriplesFactory method)
(TriplesFactory method)
term() (Regularizer property)
testing (LazyDataset attribute)
title() (PipelineResult property)
to_device_() (Model method)
torch_is_in_1d() (in module pykeen.utils)
TorchRandomHint (in module pykeen.typing)
train() (LCWATrainingLoop method)
(SLCWATrainingLoop method)
(TrainingLoop method)
train_seconds (PipelineResult attribute)
training (LazyDataset attribute)
training_loop (PipelineResult attribute)
training_loops (in module pykeen.training)
TrainingLoop (class in pykeen.training)
TransD (class in pykeen.models)
transd_interaction() (in module pykeen.nn.functional)
TransDInteraction (class in pykeen.nn.modules)
TransE (class in pykeen.models)
transe_interaction() (in module pykeen.nn.functional)
TransEInteraction (class in pykeen.nn.modules)
TransH (class in pykeen.models)
transh_interaction() (in module pykeen.nn.functional)
TransHInteraction (class in pykeen.nn.modules)
TransHRegularizer (class in pykeen.regularizers)
TranslationalInteraction (class in pykeen.nn.modules)
TransR (class in pykeen.models)
transr_interaction() (in module pykeen.nn.functional)
TransRInteraction (class in pykeen.nn.modules)
triples() (TriplesFactory property)
triples_factory() (LCWATrainingLoop property)
(SLCWATrainingLoop property)
(TrainingLoop property)
TriplesFactory (class in pykeen.triples)
TriplesNumericLiteralsFactory (class in pykeen.triples)
TuckER (class in pykeen.models)
tucker_interaction() (in module pykeen.nn.functional)
TuckerInteraction (class in pykeen.nn.modules)
U
UMLS (class in pykeen.datasets)
unleak() (in module pykeen.triples.leakage)
unpack_singletons() (in module pykeen.utils)
UnpackedRemoteDataset (class in pykeen.datasets.base)
unstructured_model_interaction() (in module pykeen.nn.functional)
UnstructuredModel (class in pykeen.models)
UnstructuredModelInteraction (class in pykeen.nn.modules)
update() (NoRegularizer method)
(Regularizer method)
(TransHRegularizer method)
updated (Regularizer attribute)
upgrade_to_sequence() (in module pykeen.utils)
V
validate_labels() (PointwiseLoss static method)
validation (LazyDataset attribute)
version (PipelineResult attribute)
view_complex() (in module pykeen.utils)
W
WANDBResultTracker (class in pykeen.trackers)
weight (Regularizer attribute)
with_labels() (CoreTriplesFactory method)
WN18 (class in pykeen.datasets)
WN18RR (class in pykeen.datasets)
X
xavier_normal_() (in module pykeen.nn.init)
xavier_uniform_() (in module pykeen.nn.init)
Y
YAGO310 (class in pykeen.datasets)
Z
ZipFileRemoteDataset (class in pykeen.datasets.base)
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