PyKEEN (Python KnowlEdge EmbeddiNgs) is a Python package designed to train and evaluate knowledge graph embedding models (incorporating multi-modal information). PyKEEN is a Python package for reproducible, facile knowledge graph embeddings. PyKEEN has a function pykeen.env() that magically prints relevant version information about PyTorch, CUDA, and your operating system that can be used for debugging. If you’re in a Jupyter Notebook, it will be pretty-printed as an HTML table.

Features

  • Each model has the same API
  • Documentation available
  • Each training loop has the same API
  • Examples available
  • Triples factories can be generated by the user
  • PyKEEN includes a set of curated experimental settings for reproducing past landmark experiments

Project Samples

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Categories

Machine Learning

License

MIT License

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PyKEEN Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-16