samehkamaleldin/awesome-kge.md

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Created October 29, 2017 11:56

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Awesome Knowledge Graph Embedding Approaches

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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

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