pykeen Logo
v1.4.0

Getting Started

  • Installation
  • First Steps
  • Tracking Results during Training
  • Saving Checkpoints during Training
  • A Toy Example with Translational Distance Models
  • Understanding the Evaluation
  • Optimizing a Model’s Hyper-parameters
  • Novel Link Prediction
  • Running an Ablation Study
  • Performance Tricks

Bring Your Own

  • Bring Your Own Data
  • Bring Your Own Interaction

Extending PyKEEN

  • Extending the Datasets
  • Extending the Models
  • Extending the Interaction Models (Old-Style)

Reference

  • Pipeline
  • Models
  • Datasets
    • Functions
    • Classes
      • Hetionet
      • Kinships
      • Nations
      • OpenBioLink
      • OpenBioLinkF1
      • OpenBioLinkF2
      • OpenBioLinkLQ
      • CoDExSmall
      • CoDExMedium
      • CoDExLarge
      • OGBBioKG
      • OGBWikiKG
      • UMLS
      • FB15k
      • FB15k237
      • WN18
      • WN18RR
      • YAGO310
      • DRKG
      • ConceptNet
      • CKG
      • CSKG
      • DBpedia50
      • DB100K
      • Countries
    • Class Inheritance Diagram
    • Functions
    • Classes
    • Class Inheritance Diagram
  • 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
  • »
  • Datasets »
  • OpenBioLink
  • Edit on GitHub

OpenBioLink¶

class OpenBioLink(create_inverse_triples=False, **kwargs)[source]¶

Bases: pykeen.datasets.base.PackedZipRemoteDataset

The OpenBioLink dataset.

OpenBioLink is an open-source, reproducible framework for generating biological knowledge graphs for benchmarking link prediction. It is available on GitHub at https://github.com/openbiolink/openbiolink and published in [breit2020]. There are four available datasets - this class represents the high quality, directed set.

Initialize the OpenBioLink dataset.

Parameters
  • create_inverse_triples (bool) – Should inverse triples be created? Defaults to false.

  • kwargs – keyword arguments passed to pykeen.datasets.base.PackedZipRemoteDataset.

Next Previous

© Copyright 2019-2021, PyKEEN Project Team. Revision 30a4375e.

Built with Sphinx using a theme provided by Read the Docs.