pykeen

Tutorials

Installation
First Steps
A Toy Example with Translational Distance Models
Inductive Link Prediction

How-to Guides

Bring Your Own Data
Bring Your Own Interaction
Extending the Datasets
Extending the Models
Splitting
Getting Started with NodePiece
Using Resolvers
Saving Checkpoints during Training
Optimizing a Model’s Hyper-parameters
Running an Ablation Study
Tracking Results during Training
Troubleshooting

Explanation

Knowledge Graph Embedding Models
Interaction Functions
Representations
Normalizer, Constrainer & Regularizer
Understanding the Evaluation
Performance Tricks
Dataset Degree Distributions

Reference

Pipeline
Models
Datasets
Inductive Datasets
- pykeen.datasets.inductive Package
  - Classes
  - Variables
    - Version
Entity Alignment
Triples
Triples Workflows
Inverse Relations
Training
Stoppers
Loss Functions
Loss Weighting
Regularizers
Result Trackers
Negative Sampling
Filtering
Optimizers
Evaluation
Metrics
Hyper-parameter Optimization
Ablation
Prediction
Uncertainty
Sealant
Constants
Flexible Weight Checkpoints
pykeen.nn
PyTorch Lightning Integration
Utilities

Appendix

References

pykeen

Datasets
Version
View page source

Version

Version: alias of Literal[‘v1’, ‘v2’, ‘v3’, ‘v4’]

Previous Next

© Copyright 2019-2026, PyKEEN Project Team.

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