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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
  • Triples
  • Training
  • Stoppers
  • Loss Functions
  • Regularizers
  • Result Trackers
  • Evaluation
  • Negative Sampling
  • Hyper-parameter Optimization
  • Ablation
  • Lookup
  • Prediction
  • Sealant
  • Constants
  • pykeen.nn
    • Functional
    • Stateful Interaction Modules
    • Similarity
    • Representation
    • Initialization
  • Utilities

Appendix

  • References
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  • pykeen.nn
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pykeen.nn¶

PyKEEN internal “nn” module.

nn¶

  • Functional
    • Functions
      • complex_interaction
      • conve_interaction
      • convkb_interaction
      • distmult_interaction
      • ermlp_interaction
      • ermlpe_interaction
      • hole_interaction
      • kg2e_interaction
      • mure_interaction
      • ntn_interaction
      • pair_re_interaction
      • proje_interaction
      • rescal_interaction
      • rotate_interaction
      • simple_interaction
      • structured_embedding_interaction
      • transd_interaction
      • transe_interaction
      • transh_interaction
      • transr_interaction
      • tucker_interaction
      • unstructured_model_interaction
  • Stateful Interaction Modules
    • Classes
      • Interaction
      • FunctionalInteraction
      • TranslationalInteraction
      • MonotonicAffineTransformationInteraction
      • ComplExInteraction
      • ConvEInteraction
      • ConvKBInteraction
      • DistMultInteraction
      • ERMLPInteraction
      • ERMLPEInteraction
      • HolEInteraction
      • KG2EInteraction
      • MuREInteraction
      • NTNInteraction
      • PairREInteraction
      • ProjEInteraction
      • RESCALInteraction
      • RotatEInteraction
      • SimplEInteraction
      • StructuredEmbeddingInteraction
      • TransDInteraction
      • TransEInteraction
      • TransHInteraction
      • TransRInteraction
      • TuckerInteraction
      • UnstructuredModelInteraction
    • Class Inheritance Diagram
  • Similarity
  • Representation
  • Initialization
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