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Awesome Knowledge Graph Embedding Approaches

Awesome Knowledge Graph Embedding Approaches

Awesome

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.

Libraries

Approaches

@lukostaz

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commented Mar 26, 2019

Hello @mommi84, we just released this - it would be nice if you could add it to the Libraries list:

@mberr

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commented May 6, 2019

@albertmeronyo

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commented Jun 11, 2019

Hi @mommi84, I think node2vec is also worth including

@mommi84

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commented Jul 23, 2019

Hello and thanks all.

@lukostaz and @mberr: I've added your libraries to the list.

@albertmeronyo: As node2vec is an embedding algorithm for graphs with only one relation, I would leave it out of the list.

@unmeshvrije

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commented Aug 9, 2019

Hi,
Quite recent library from Facebook research:
https://github.com/facebookresearch/PyTorch-BigGraph

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