AUTHORS.md
CHANGELOG.rst
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.md
setup.cfg
setup.py
docs/Makefile
docs/source/conf.py
docs/source/index.rst
docs/source/installation.rst
docs/source/logo.png
docs/source/references.rst
docs/source/api/pykeen.datasets.CKG.rst
docs/source/api/pykeen.datasets.CSKG.rst
docs/source/api/pykeen.datasets.CoDExLarge.rst
docs/source/api/pykeen.datasets.CoDExMedium.rst
docs/source/api/pykeen.datasets.CoDExSmall.rst
docs/source/api/pykeen.datasets.ConceptNet.rst
docs/source/api/pykeen.datasets.DBpedia50.rst
docs/source/api/pykeen.datasets.DRKG.rst
docs/source/api/pykeen.datasets.FB15k.rst
docs/source/api/pykeen.datasets.FB15k237.rst
docs/source/api/pykeen.datasets.Hetionet.rst
docs/source/api/pykeen.datasets.Kinships.rst
docs/source/api/pykeen.datasets.Nations.rst
docs/source/api/pykeen.datasets.OGBBioKG.rst
docs/source/api/pykeen.datasets.OGBWikiKG.rst
docs/source/api/pykeen.datasets.OpenBioLink.rst
docs/source/api/pykeen.datasets.OpenBioLinkF1.rst
docs/source/api/pykeen.datasets.OpenBioLinkF2.rst
docs/source/api/pykeen.datasets.OpenBioLinkLQ.rst
docs/source/api/pykeen.datasets.UMLS.rst
docs/source/api/pykeen.datasets.WN18.rst
docs/source/api/pykeen.datasets.WN18RR.rst
docs/source/api/pykeen.datasets.YAGO310.rst
docs/source/api/pykeen.datasets.base.Dataset.rst
docs/source/api/pykeen.datasets.base.EagerDataset.rst
docs/source/api/pykeen.datasets.base.LazyDataset.rst
docs/source/api/pykeen.datasets.base.PackedZipRemoteDataset.rst
docs/source/api/pykeen.datasets.base.PathDataset.rst
docs/source/api/pykeen.datasets.base.RemoteDataset.rst
docs/source/api/pykeen.datasets.base.SingleTabbedDataset.rst
docs/source/api/pykeen.datasets.base.TabbedDataset.rst
docs/source/api/pykeen.datasets.base.TarFileRemoteDataset.rst
docs/source/api/pykeen.datasets.base.TarFileSingleDataset.rst
docs/source/api/pykeen.datasets.base.UnpackedRemoteDataset.rst
docs/source/api/pykeen.datasets.base.ZipFileRemoteDataset.rst
docs/source/api/pykeen.datasets.get_dataset.rst
docs/source/api/pykeen.datasets.has_dataset.rst
docs/source/api/pykeen.losses.BCEAfterSigmoidLoss.rst
docs/source/api/pykeen.losses.BCEWithLogitsLoss.rst
docs/source/api/pykeen.losses.CrossEntropyLoss.rst
docs/source/api/pykeen.losses.MSELoss.rst
docs/source/api/pykeen.losses.MarginRankingLoss.rst
docs/source/api/pykeen.losses.NSSALoss.rst
docs/source/api/pykeen.losses.PairwiseLoss.rst
docs/source/api/pykeen.losses.PointwiseLoss.rst
docs/source/api/pykeen.losses.SetwiseLoss.rst
docs/source/api/pykeen.losses.SoftplusLoss.rst
docs/source/api/pykeen.losses.get_loss_cls.rst
docs/source/api/pykeen.losses.has_mr_loss.rst
docs/source/api/pykeen.losses.has_nssa_loss.rst
docs/source/api/pykeen.models.ComplEx.rst
docs/source/api/pykeen.models.ComplExLiteral.rst
docs/source/api/pykeen.models.ConvE.rst
docs/source/api/pykeen.models.ConvKB.rst
docs/source/api/pykeen.models.DistMult.rst
docs/source/api/pykeen.models.DistMultLiteral.rst
docs/source/api/pykeen.models.ERMLP.rst
docs/source/api/pykeen.models.ERMLPE.rst
docs/source/api/pykeen.models.EntityEmbeddingModel.rst
docs/source/api/pykeen.models.EntityRelationEmbeddingModel.rst
docs/source/api/pykeen.models.HolE.rst
docs/source/api/pykeen.models.KG2E.rst
docs/source/api/pykeen.models.Model.rst
docs/source/api/pykeen.models.MultimodalModel.rst
docs/source/api/pykeen.models.NTN.rst
docs/source/api/pykeen.models.ProjE.rst
docs/source/api/pykeen.models.RESCAL.rst
docs/source/api/pykeen.models.RGCN.rst
docs/source/api/pykeen.models.RotatE.rst
docs/source/api/pykeen.models.SimplE.rst
docs/source/api/pykeen.models.StructuredEmbedding.rst
docs/source/api/pykeen.models.TransD.rst
docs/source/api/pykeen.models.TransE.rst
docs/source/api/pykeen.models.TransH.rst
docs/source/api/pykeen.models.TransR.rst
docs/source/api/pykeen.models.TuckER.rst
docs/source/api/pykeen.models.UnstructuredModel.rst
docs/source/api/pykeen.models._OldAbstractModel.rst
docs/source/api/pykeen.models.get_model_cls.rst
docs/source/api/pykeen.models.predict.get_all_prediction_df.rst
docs/source/api/pykeen.models.predict.get_head_prediction_df.rst
docs/source/api/pykeen.models.predict.get_relation_prediction_df.rst
docs/source/api/pykeen.models.predict.get_tail_prediction_df.rst
docs/source/api/pykeen.models.predict.predict.rst
docs/source/api/pykeen.nn.functional.complex_interaction.rst
docs/source/api/pykeen.nn.functional.conve_interaction.rst
docs/source/api/pykeen.nn.functional.convkb_interaction.rst
docs/source/api/pykeen.nn.functional.distmult_interaction.rst
docs/source/api/pykeen.nn.functional.ermlp_interaction.rst
docs/source/api/pykeen.nn.functional.ermlpe_interaction.rst
docs/source/api/pykeen.nn.functional.hole_interaction.rst
docs/source/api/pykeen.nn.functional.kg2e_interaction.rst
docs/source/api/pykeen.nn.functional.ntn_interaction.rst
docs/source/api/pykeen.nn.functional.proje_interaction.rst
docs/source/api/pykeen.nn.functional.rescal_interaction.rst
docs/source/api/pykeen.nn.functional.rotate_interaction.rst
docs/source/api/pykeen.nn.functional.simple_interaction.rst
docs/source/api/pykeen.nn.functional.structured_embedding_interaction.rst
docs/source/api/pykeen.nn.functional.transd_interaction.rst
docs/source/api/pykeen.nn.functional.transe_interaction.rst
docs/source/api/pykeen.nn.functional.transh_interaction.rst
docs/source/api/pykeen.nn.functional.transr_interaction.rst
docs/source/api/pykeen.nn.functional.tucker_interaction.rst
docs/source/api/pykeen.nn.functional.unstructured_model_interaction.rst
docs/source/api/pykeen.nn.modules.ComplExInteraction.rst
docs/source/api/pykeen.nn.modules.ConvEInteraction.rst
docs/source/api/pykeen.nn.modules.ConvKBInteraction.rst
docs/source/api/pykeen.nn.modules.DistMultInteraction.rst
docs/source/api/pykeen.nn.modules.ERMLPEInteraction.rst
docs/source/api/pykeen.nn.modules.ERMLPInteraction.rst
docs/source/api/pykeen.nn.modules.FunctionalInteraction.rst
docs/source/api/pykeen.nn.modules.HolEInteraction.rst
docs/source/api/pykeen.nn.modules.Interaction.rst
docs/source/api/pykeen.nn.modules.KG2EInteraction.rst
docs/source/api/pykeen.nn.modules.NTNInteraction.rst
docs/source/api/pykeen.nn.modules.ProjEInteraction.rst
docs/source/api/pykeen.nn.modules.RESCALInteraction.rst
docs/source/api/pykeen.nn.modules.RotatEInteraction.rst
docs/source/api/pykeen.nn.modules.SimplEInteraction.rst
docs/source/api/pykeen.nn.modules.StructuredEmbeddingInteraction.rst
docs/source/api/pykeen.nn.modules.TransDInteraction.rst
docs/source/api/pykeen.nn.modules.TransEInteraction.rst
docs/source/api/pykeen.nn.modules.TransHInteraction.rst
docs/source/api/pykeen.nn.modules.TransRInteraction.rst
docs/source/api/pykeen.nn.modules.TranslationalInteraction.rst
docs/source/api/pykeen.nn.modules.TuckerInteraction.rst
docs/source/api/pykeen.nn.modules.UnstructuredModelInteraction.rst
docs/source/api/pykeen.regularizers.CombinedRegularizer.rst
docs/source/api/pykeen.regularizers.LpRegularizer.rst
docs/source/api/pykeen.regularizers.NoRegularizer.rst
docs/source/api/pykeen.regularizers.PowerSumRegularizer.rst
docs/source/api/pykeen.regularizers.TransHRegularizer.rst
docs/source/api/pykeen.regularizers.get_regularizer_cls.rst
docs/source/api/pykeen.sampling.BasicNegativeSampler.rst
docs/source/api/pykeen.sampling.BernoulliNegativeSampler.rst
docs/source/api/pykeen.sampling.get_negative_sampler_cls.rst
docs/source/api/pykeen.trackers.CSVResultTracker.rst
docs/source/api/pykeen.trackers.FileResultTracker.rst
docs/source/api/pykeen.trackers.JSONResultTracker.rst
docs/source/api/pykeen.trackers.MLFlowResultTracker.rst
docs/source/api/pykeen.trackers.NeptuneResultTracker.rst
docs/source/api/pykeen.trackers.ResultTracker.rst
docs/source/api/pykeen.trackers.WANDBResultTracker.rst
docs/source/api/pykeen.trackers.get_result_tracker_cls.rst
docs/source/extending/extending_datasets.rst
docs/source/extending/extending_models.rst
docs/source/extending/index.rst
docs/source/img/mlflow_tutorial_1.png
docs/source/img/mlflow_tutorial_2.png
docs/source/img/toy_1.png
docs/source/img/toy_2.png
docs/source/img/toy_3.png
docs/source/reference/ablation.rst
docs/source/reference/constants.rst
docs/source/reference/datasets.rst
docs/source/reference/hpo.rst
docs/source/reference/lookup.rst
docs/source/reference/losses.rst
docs/source/reference/models.rst
docs/source/reference/negative_sampling.rst
docs/source/reference/pipeline.rst
docs/source/reference/predict.rst
docs/source/reference/regularizers.rst
docs/source/reference/sealant.rst
docs/source/reference/stoppers.rst
docs/source/reference/trackers.rst
docs/source/reference/training.rst
docs/source/reference/triples.rst
docs/source/reference/utils.rst
docs/source/reference/evaluation/index.rst
docs/source/reference/evaluation/rank_based.rst
docs/source/reference/evaluation/threshold_based.rst
docs/source/reference/nn/functional.rst
docs/source/reference/nn/index.rst
docs/source/reference/nn/init.rst
docs/source/reference/nn/modules.rst
docs/source/reference/nn/representation.rst
docs/source/reference/nn/similarity.rst
docs/source/tutorial/byod.rst
docs/source/tutorial/checkpoints.rst
docs/source/tutorial/first_steps.rst
docs/source/tutorial/making_predictions.rst
docs/source/tutorial/performance.rst
docs/source/tutorial/running_ablation.rst
docs/source/tutorial/running_hpo.rst
docs/source/tutorial/translational_toy_example.rst
docs/source/tutorial/understanding_evaluation.rst
docs/source/tutorial/trackers/index.rst
docs/source/tutorial/trackers/using_file.rst
docs/source/tutorial/trackers/using_mlflow.rst
docs/source/tutorial/trackers/using_neptune.rst
docs/source/tutorial/trackers/using_wandb.rst
src/pykeen/__init__.py
src/pykeen/__main__.py
src/pykeen/cli.py
src/pykeen/constants.py
src/pykeen/losses.py
src/pykeen/optimizers.py
src/pykeen/pipeline.py
src/pykeen/regularizers.py
src/pykeen/typing.py
src/pykeen/utils.py
src/pykeen/version.py
src/pykeen.egg-info/PKG-INFO
src/pykeen.egg-info/SOURCES.txt
src/pykeen.egg-info/dependency_links.txt
src/pykeen.egg-info/entry_points.txt
src/pykeen.egg-info/not-zip-safe
src/pykeen.egg-info/requires.txt
src/pykeen.egg-info/top_level.txt
src/pykeen/ablation/__init__.py
src/pykeen/ablation/ablation.py
src/pykeen/datasets/__init__.py
src/pykeen/datasets/base.py
src/pykeen/datasets/ckg.py
src/pykeen/datasets/codex.py
src/pykeen/datasets/conceptnet.py
src/pykeen/datasets/cskg.py
src/pykeen/datasets/dbpedia.py
src/pykeen/datasets/drkg.py
src/pykeen/datasets/freebase.py
src/pykeen/datasets/generate.py
src/pykeen/datasets/hetionet.py
src/pykeen/datasets/literal_base.py
src/pykeen/datasets/ogb.py
src/pykeen/datasets/openbiolink.py
src/pykeen/datasets/wordnet.py
src/pykeen/datasets/yago.py
src/pykeen/datasets/kinships/__init__.py
src/pykeen/datasets/kinships/test.txt
src/pykeen/datasets/kinships/train.txt
src/pykeen/datasets/kinships/valid.txt
src/pykeen/datasets/nations/__init__.py
src/pykeen/datasets/nations/literals.txt
src/pykeen/datasets/nations/test.txt
src/pykeen/datasets/nations/train.txt
src/pykeen/datasets/nations/valid.txt
src/pykeen/datasets/umls/__init__.py
src/pykeen/datasets/umls/test.txt
src/pykeen/datasets/umls/train.txt
src/pykeen/datasets/umls/valid.txt
src/pykeen/evaluation/__init__.py
src/pykeen/evaluation/evaluator.py
src/pykeen/evaluation/rank_based_evaluator.py
src/pykeen/evaluation/sklearn.py
src/pykeen/experiments/__init__.py
src/pykeen/experiments/__main__.py
src/pykeen/experiments/cli.py
src/pykeen/experiments/inverse_stability.py
src/pykeen/experiments/validate.py
src/pykeen/experiments/complex/trouillon2016_complex_fb15k.json
src/pykeen/experiments/complex/trouillon2016_complex_wn18.json
src/pykeen/experiments/conve/dettmers2018_conve_fb15k.json
src/pykeen/experiments/conve/dettmers2018_conve_fb15k237.json
src/pykeen/experiments/conve/dettmers2018_conve_wn18.json
src/pykeen/experiments/conve/dettmers2018_conve_wn18rr.json
src/pykeen/experiments/convkb/nguyen2018_convkb_fb15k237.json
src/pykeen/experiments/convkb/nguyen2018_convkb_wn18rr.json
src/pykeen/experiments/convkb/nguyen2018_transe_fb15k237.json
src/pykeen/experiments/convkb/nguyen2018_transe_wn18rr.json
src/pykeen/experiments/distmult/yang2014_distmult_fb15k.json
src/pykeen/experiments/distmult/yang2014_distmult_wn18.json
src/pykeen/experiments/hole/nickel2016_hole_fb15k.json
src/pykeen/experiments/hole/nickel2016_hole_wn18.json
src/pykeen/experiments/kg2e/he2015_kg2e_fb15k.json
src/pykeen/experiments/kg2e/he2015_kg2e_wn18.json
src/pykeen/experiments/rgcn/schlichtkrull2018_rgcn_fb15k.json
src/pykeen/experiments/rgcn/schlichtkrull2018_rgcn_wn18.json
src/pykeen/experiments/rotate/sun2019_rotate_fb15k.json
src/pykeen/experiments/rotate/sun2019_rotate_fb15k237.json
src/pykeen/experiments/rotate/sun2019_rotate_wn18.json
src/pykeen/experiments/rotate/sun2019_rotate_wn18rr.json
src/pykeen/experiments/simple/kazemi2018_simple_fb15k.json
src/pykeen/experiments/simple/kazemi2018_simple_wn18.json
src/pykeen/experiments/transd/ji2015_transd_fb15k.json
src/pykeen/experiments/transd/ji2015_transd_wn18.json
src/pykeen/experiments/transe/bordes2013_transe_fb15k.json
src/pykeen/experiments/transe/bordes2013_transe_wn18.json
src/pykeen/experiments/transh/wang2014_transh_fb15k.json
src/pykeen/experiments/transh/wang2014_transh_wn18.json
src/pykeen/experiments/transr/li2015_transr_fb15k.json
src/pykeen/experiments/transr/li2015_transr_wn18.json
src/pykeen/experiments/tucker/balazevic2019_tucker_fb15k.json
src/pykeen/experiments/tucker/balazevic2019_tucker_fb15k237.json
src/pykeen/experiments/tucker/balazevic2019_tucker_wn18.json
src/pykeen/experiments/tucker/balazevic2019_tucker_wn18rr.json
src/pykeen/hpo/__init__.py
src/pykeen/hpo/__main__.py
src/pykeen/hpo/cli.py
src/pykeen/hpo/hpo.py
src/pykeen/hpo/pruners.py
src/pykeen/hpo/samplers.py
src/pykeen/models/__init__.py
src/pykeen/models/base.py
src/pykeen/models/predict.py
src/pykeen/models/cli/__init__.py
src/pykeen/models/cli/builders.py
src/pykeen/models/cli/options.py
src/pykeen/models/multimodal/__init__.py
src/pykeen/models/multimodal/complex_literal.py
src/pykeen/models/multimodal/distmult_literal.py
src/pykeen/models/unimodal/__init__.py
src/pykeen/models/unimodal/complex.py
src/pykeen/models/unimodal/conv_e.py
src/pykeen/models/unimodal/conv_kb.py
src/pykeen/models/unimodal/distmult.py
src/pykeen/models/unimodal/ermlp.py
src/pykeen/models/unimodal/ermlpe.py
src/pykeen/models/unimodal/hole.py
src/pykeen/models/unimodal/kg2e.py
src/pykeen/models/unimodal/ntn.py
src/pykeen/models/unimodal/proj_e.py
src/pykeen/models/unimodal/rescal.py
src/pykeen/models/unimodal/rgcn.py
src/pykeen/models/unimodal/rotate.py
src/pykeen/models/unimodal/simple.py
src/pykeen/models/unimodal/structured_embedding.py
src/pykeen/models/unimodal/trans_d.py
src/pykeen/models/unimodal/trans_e.py
src/pykeen/models/unimodal/trans_h.py
src/pykeen/models/unimodal/trans_r.py
src/pykeen/models/unimodal/tucker.py
src/pykeen/models/unimodal/unstructured_model.py
src/pykeen/nn/__init__.py
src/pykeen/nn/compute_kernel.py
src/pykeen/nn/emb.py
src/pykeen/nn/functional.py
src/pykeen/nn/init.py
src/pykeen/nn/modules.py
src/pykeen/nn/norm.py
src/pykeen/nn/sim.py
src/pykeen/sampling/__init__.py
src/pykeen/sampling/basic_negative_sampler.py
src/pykeen/sampling/bernoulli_negative_sampler.py
src/pykeen/sampling/negative_sampler.py
src/pykeen/stoppers/__init__.py
src/pykeen/stoppers/early_stopping.py
src/pykeen/stoppers/stopper.py
src/pykeen/templates/README.md
src/pykeen/trackers/__init__.py
src/pykeen/trackers/base.py
src/pykeen/trackers/file.py
src/pykeen/trackers/mlflow.py
src/pykeen/trackers/neptune.py
src/pykeen/trackers/wandb.py
src/pykeen/training/__init__.py
src/pykeen/training/lcwa.py
src/pykeen/training/schlichtkrull_sampler.py
src/pykeen/training/slcwa.py
src/pykeen/training/training_loop.py
src/pykeen/training/utils.py
src/pykeen/triples/__init__.py
src/pykeen/triples/generation.py
src/pykeen/triples/instances.py
src/pykeen/triples/leakage.py
src/pykeen/triples/splitting.py
src/pykeen/triples/stats.py
src/pykeen/triples/triples_factory.py
src/pykeen/triples/triples_numeric_literals_factory.py
src/pykeen/triples/utils.py
tests/__init__.py
tests/cases.py
tests/constants.py
tests/mocks.py
tests/test_datasets.py
tests/test_early_stopping.py
tests/test_evaluators.py
tests/test_experiment_integrity.py
tests/test_generation.py
tests/test_handling_of_cuda_exceptions.py
tests/test_hpo.py
tests/test_leakage.py
tests/test_losses.py
tests/test_model_mode.py
tests/test_models.py
tests/test_multimodal.py
tests/test_pipeline.py
tests/test_regularizers.py
tests/test_samplers.py
tests/test_trackers.py
tests/test_training.py
tests/test_triples_factory.py
tests/test_utils.py
tests/utils.py
tests/resources/nations.tar.gz
tests/resources/test_remap.tsv
tests/test_nn/__init__.py
tests/test_nn/test_emb.py
tests/test_nn/test_modules.py
tests/test_nn/test_sim.py
tests/training/test_utils.py