Awesome Knowledge Graph Embedding Approaches

awesome-kge.md

Awesome Knowledge Graph Embedding Approaches

Libraries

• Embedding framework (5 algorithms) @ https://github.com/BookmanHan/Embedding
• KB2EP collection (5 algorithms) @ https://github.com/thunlp/KB2EP
• scikit-kge (3 algorithms) @ https://github.com/mnick/scikit-kge
• scikit-tensor (5 algorithms) @ https://github.com/mnick/scikit-tensor
• SME (4 algorithms) @ https://github.com/glorotxa/SME

Approaches

• ComplEx @ https://github.com/ttrouill/complex
• EbemKG @ https://github.com/pminervini/ebemkg
• HolE @ https://github.com/mnick/holographic-embeddings
• Inferbeddings @ https://github.com/uclmr/inferbeddings
• KGE-LDA @ https://github.com/yao8839836/KGE-LDA
• KR-EAR @ https://github.com/thunlp/KR-EAR
• mFold @ https://github.com/v-shinc/mFoldEmbedding
• ProjE @ https://github.com/bxshi/ProjE
• RDF2Vec @ http://data.dws.informatik.uni-mannheim.de/rdf2vec/code/
• Resource2Vec @ https://github.com/AKSW/Resource2Vec/tree/master/resource2vec-core
• TranslatingModel @ https://github.com/ZichaoHuang/TranslatingModel
• wiki2vec (for DBpedia only) @ https://github.com/idio/wiki2vec