link-prediction topic
SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
CompGCN
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
ConvKB
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
GEM
BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
NBFNet
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
linkpred
Easy link prediction tool
NeuralKG
[Tool] For Knowledge Graph Representation Learning
EvalNE
Source code for EvalNE, a Python library for evaluating Network Embedding methods.