link-prediction topic

List link-prediction repositories

SimplE

142
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34
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SimplE Embedding for Link Prediction in Knowledge Graphs

CompGCN

580
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107
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ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

ConvKB

202
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39
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A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)

CapsE

142
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32
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A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

BioNEV

221
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75
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Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

NBFNet

193
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29
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Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

NeuralKG

326
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62
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[Tool] For Knowledge Graph Representation Learning

EvalNE

103
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26
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Source code for EvalNE, a Python library for evaluating Network Embedding methods.