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Created March 8, 2019 02:31
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Revisions

  1. @mommi84 mommi84 revised this gist May 11, 2018. 1 changed file with 4 additions and 3 deletions.
    7 changes: 4 additions & 3 deletions awesome-kge.md
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    ### Approaches

    * ComplEx @ https://github.com/ttrouill/complex
    * 🆕 ConvE @ https://github.com/TimDettmers/ConvE
    * 🆕 ComplEx-NNE-AER @ https://github.com/iieir-km/ComplEx-NNE_AER
    * ConvE @ https://github.com/TimDettmers/ConvE
    * EbemKG @ https://github.com/pminervini/ebemkg
    * HolE @ https://github.com/mnick/holographic-embeddings
    * Inferbeddings @ https://github.com/uclmr/inferbeddings
    * 🆕 KG2Vec @ https://github.com/AKSW/KG2Vec
    * KG2Vec @ https://github.com/AKSW/KG2Vec
    * KGE-LDA @ https://github.com/yao8839836/KGE-LDA
    * KR-EAR @ https://github.com/thunlp/KR-EAR
    * 🆕 LiteralE @ https://github.com/SmartDataAnalytics/LiteralE
    * LiteralE @ https://github.com/SmartDataAnalytics/LiteralE
    * mFold @ https://github.com/v-shinc/mFoldEmbedding
    * Neural-LP @ https://github.com/fanyangxyz/Neural-LP
    * ProjE @ https://github.com/bxshi/ProjE
  2. @mommi84 mommi84 revised this gist Mar 21, 2018. 1 changed file with 4 additions and 1 deletion.
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    * Embedding framework (5 algorithms) @ https://github.com/BookmanHan/Embedding
    * KB2EP collection (5 algorithms) @ https://github.com/thunlp/KB2EP
    * 🆕 Python KGE (6 algorithms) @ https://github.com/mana-ysh/knowledge-graph-embeddings
    * Python KGE (6 algorithms) @ https://github.com/mana-ysh/knowledge-graph-embeddings
    * 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
    * 🆕 ConvE @ https://github.com/TimDettmers/ConvE
    * EbemKG @ https://github.com/pminervini/ebemkg
    * HolE @ https://github.com/mnick/holographic-embeddings
    * Inferbeddings @ https://github.com/uclmr/inferbeddings
    * 🆕 KG2Vec @ https://github.com/AKSW/KG2Vec
    * KGE-LDA @ https://github.com/yao8839836/KGE-LDA
    * KR-EAR @ https://github.com/thunlp/KR-EAR
    * 🆕 LiteralE @ https://github.com/SmartDataAnalytics/LiteralE
    * mFold @ https://github.com/v-shinc/mFoldEmbedding
    * Neural-LP @ https://github.com/fanyangxyz/Neural-LP
    * ProjE @ https://github.com/bxshi/ProjE
  3. @mommi84 mommi84 revised this gist Dec 15, 2017. 1 changed file with 1 addition and 3 deletions.
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    [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

    This list contains repositories of libraries and approaches for knowledge graph embeddings, which are vector representations of entities and relations in a multi-relational directed labelled graph.
    This list contains repositories of libraries and approaches for knowledge graph embeddings, which are vector representations of entities and relations in a multi-relational directed labelled graph. Licensed under [CC0](https://creativecommons.org/publicdomain/zero/1.0/).

    ### Libraries

    @@ -28,5 +28,3 @@ This list contains repositories of libraries and approaches for knowledge graph
    * 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

    This list is licensed under [CC0](https://creativecommons.org/publicdomain/zero/1.0/)
  4. @mommi84 mommi84 revised this gist Dec 15, 2017. 1 changed file with 6 additions and 0 deletions.
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    # Awesome Knowledge Graph Embedding Approaches

    [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

    This list contains repositories of libraries and approaches for knowledge graph embeddings, which are vector representations of entities and relations in a multi-relational directed labelled graph.

    ### Libraries

    * Embedding framework (5 algorithms) @ https://github.com/BookmanHan/Embedding
    @@ -24,3 +28,5 @@
    * 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

    This list is licensed under [CC0](https://creativecommons.org/publicdomain/zero/1.0/)
  5. @mommi84 mommi84 revised this gist Dec 15, 2017. 1 changed file with 2 additions and 1 deletion.
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    * Embedding framework (5 algorithms) @ https://github.com/BookmanHan/Embedding
    * KB2EP collection (5 algorithms) @ https://github.com/thunlp/KB2EP
    * 🆕 Python KGE (6 algorithms) @ https://github.com/mana-ysh/knowledge-graph-embeddings
    * 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
    @@ -17,7 +18,7 @@
    * KGE-LDA @ https://github.com/yao8839836/KGE-LDA
    * KR-EAR @ https://github.com/thunlp/KR-EAR
    * mFold @ https://github.com/v-shinc/mFoldEmbedding
    * 🆕 Neural-LP @ https://github.com/fanyangxyz/Neural-LP
    * Neural-LP @ https://github.com/fanyangxyz/Neural-LP
    * 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
  6. @mommi84 mommi84 revised this gist Nov 8, 2017. 1 changed file with 1 addition and 0 deletions.
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    * KGE-LDA @ https://github.com/yao8839836/KGE-LDA
    * KR-EAR @ https://github.com/thunlp/KR-EAR
    * mFold @ https://github.com/v-shinc/mFoldEmbedding
    * 🆕 Neural-LP @ https://github.com/fanyangxyz/Neural-LP
    * 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
  7. @mommi84 mommi84 revised this gist Aug 23, 2017. 1 changed file with 1 addition and 0 deletions.
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    * 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
  8. @mommi84 mommi84 revised this gist Jun 2, 2017. 1 changed file with 1 addition and 0 deletions.
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    ### Approaches

    * ComplEx @ https://github.com/ttrouill/complex
    * EbemKG @ https://github.com/pminervini/ebemkg
    * HolE @ https://github.com/mnick/holographic-embeddings
    * KGE-LDA @ https://github.com/yao8839836/KGE-LDA
  9. @mommi84 mommi84 revised this gist May 30, 2017. 1 changed file with 1 addition and 0 deletions.
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    * EbemKG @ https://github.com/pminervini/ebemkg
    * HolE @ https://github.com/mnick/holographic-embeddings
    * 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/
  10. @mommi84 mommi84 revised this gist Mar 9, 2017. 1 changed file with 1 addition and 0 deletions.
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    * 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
  11. @mommi84 mommi84 revised this gist Feb 24, 2017. 1 changed file with 1 addition and 0 deletions.
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    ### 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
  12. @mommi84 mommi84 revised this gist Feb 23, 2017. 1 changed file with 7 additions and 12 deletions.
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    # Awesome Knowledge Graph Embedding Approaches

    ## Reviewed

    * scikit-tensor @ https://github.com/mnick/scikit-tensor

    ## Waiting List

    ### Libraries

    * scikit-kge (3) @ https://github.com/mnick/scikit-kge
    * Collection (5) @ https://github.com/thunlp/KB2EP
    * SME (4) @ https://github.com/glorotxa/SME
    * 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

    * HolE @ https://github.com/mnick/holographic-embeddings
    * EbemKG @ https://github.com/pminervini/ebemkg
    * HolE @ https://github.com/mnick/holographic-embeddings
    * KGE-LDA @ https://github.com/yao8839836/KGE-LDA
    * ProjE @ https://github.com/bxshi/ProjE
    * 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
    * RDF2Vec @ http://data.dws.informatik.uni-mannheim.de/rdf2vec/code/
  13. @mommi84 mommi84 revised this gist Feb 21, 2017. 1 changed file with 22 additions and 1 deletion.
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    # Awesome Knowledge Graph Embedding Approaches

    TODO
    ## Reviewed

    * scikit-tensor @ https://github.com/mnick/scikit-tensor

    ## Waiting List

    ### Libraries

    * scikit-kge (3) @ https://github.com/mnick/scikit-kge
    * Collection (5) @ https://github.com/thunlp/KB2EP
    * SME (4) @ https://github.com/glorotxa/SME

    ### Approaches

    * HolE @ https://github.com/mnick/holographic-embeddings
    * EbemKG @ https://github.com/pminervini/ebemkg
    * KGE-LDA @ https://github.com/yao8839836/KGE-LDA
    * ProjE @ https://github.com/bxshi/ProjE
    * mFold @ https://github.com/v-shinc/mFoldEmbedding
    * Resource2Vec @ https://github.com/AKSW/Resource2Vec/tree/master/resource2vec-core
    * TranslatingModel @ https://github.com/ZichaoHuang/TranslatingModel
    * RDF2Vec @ http://data.dws.informatik.uni-mannheim.de/rdf2vec/code/
  14. @mommi84 mommi84 created this gist Feb 18, 2017.
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    # Awesome Knowledge Graph Embedding Approaches

    TODO