KGEM Software Review

This page contains a list of software packages for knowledge graph embedding models (KGEMs). It’s generated with GitHub Pages from GitHub logo pykeen/kgem-software-review. Content on this site is available under the CC0 1.0 Universal license. Download the full data here.

Contributing

You can contribute to this list in one of the following ways:

  1. Fill out an issue on the GitHub issue tracker.
  2. Make an edit through the web-based GitHub editor which automatically forks the repository and generates a pull request.
  3. Fork the repository from GitHub and send a pull request.

The List

PyKEEN

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # PyKEEN can be installed directly with:
$ pip install pykeen

AmpliGraph

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # AmpliGraph can be installed directly with:
$ pip install ampligraph

Pykg2vec

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # Pykg2vec can be installed directly with:
$ pip install pykg2vec

StellarGraph

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # StellarGraph can be installed directly with:
$ pip install stellargraph

PyTorch-BigGraph

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # PyTorch-BigGraph can be installed directly with:
$ pip install torchbiggraph

Deep Graph Library

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # Deep Graph Library can be installed directly with:
$ pip install dgl

Paddle Graph Learning

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # Paddle Graph Learning can be installed directly with:
$ pip install pgl

CogKGE

GitHub Docs CI PyPI - License PyPI - Python Version PyPI - Software Version

$ # CogKGE can be installed directly with:
$ pip install cogkge

Marius

GitHub Docs CI

Can’t install Marius directly from PyPI with pip. See their installation docs instead.

GraphVite

GitHub Docs CI

Can’t install GraphVite directly from PyPI with pip. See their installation docs instead.

LibKGE

GitHub Docs CI

Can’t install LibKGE directly from PyPI with pip. See their installation docs instead.

OpenKE

GitHub Docs CI

Can’t install OpenKE directly from PyPI with pip. See their installation docs instead.

μKG

GitHub Docs CI

Can’t install μKG directly from PyPI with pip. See their installation docs instead.