knowledge-graph-embeddings topic
GCN-Align
Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.
knowledge-graph-learning
A curated list of awesome knowledge graph tutorials, projects and communities.
pykeen
🤖 A Python library for learning and evaluating knowledge graph embeddings
AmpliGraph
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
codex
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
knowledge-graph-embeddings
Implementations of Embedding-based methods for Knowledge Base Completion tasks
KGE-HAKE
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
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)