knowledge-base-completion topic

List knowledge-base-completion repositories

pykeen

1.5k
Stars
178
Forks
Watchers

🤖 A Python library for learning and evaluating knowledge graph embeddings

SimplE

142
Stars
34
Forks
Watchers

SimplE Embedding for Link Prediction in Knowledge Graphs

ConvKB

202
Stars
39
Forks
Watchers

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

CapsE

142
Stars
32
Forks
Watchers

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

STransE

53
Stars
16
Forks
Watchers

STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)

GNN-NoGE

49
Stars
6
Forks
Watchers

Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)

QuatRE

34
Stars
3
Forks
Watchers

QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)

hyperkg

16
Stars
4
Forks
Watchers

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion