Node2Vec

Node2Vec for graph embedding (self implementation)

Node2Vec Algorithm

Reference:

(node2vec: Scalable Feature Learning for Networks)

The random walk generation process makes use of the alias sampling method, for more details see:

(The Alias Method: Efficient Sampling with Many Discrete Outcomes)

The node embedding generation process makes use of the word2vec method in NLP, for more details see:

(Efficient Estimation of Word Representations in Vector Space)

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
__pycache__		__pycache__
embedding		embedding
graph		graph
model		model
save		save
Node2Vec.py		Node2Vec.py
README.md		README.md
main.py		main.py
test.ipynb		test.ipynb