KGEmbedding

Knowledge graph Embedding PoC with Paper ; Knowledge Graph Embedding: A Survey of Approaches and Applications(https://ieeexplore.ieee.org/document/8047276)

TransE

TransH

visualize (t-SNE)

Using t-SNE to Display high dimension data on 2D Plane.

// comment : entity2vec.txt | relation2vec.txt data form
[entity|relation ID #1]    [k-dimension vector_1]
[entity|relation ID #2]    [k-dimension vector_2]
[entity|relation ID #3]    [k-dimension vector_3]
...

# visualize.py run code 
python3 visualize.py [entity_vec.txt|relation_vec.txt]

benchmarks

All datas from https://github.com/thunlp/OpenKE