Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec

• Updated Jul 17, 2024
• Python

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

data-science tensorflow word2vec deepwalk feature-extraction dimensionality-reduction factorization representation-learning embedding network-embedding node2vec graph-embedding attributed node-embedding diff2vec gemsec attributed-embedding 2vec aane asne

• Updated Nov 6, 2022
• Python

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

data-science machine-learning text-mining data-mining awesome word2vec deepwalk matrix-factorization gensim factorization unsupervised-learning embedding network-embedding nmf node2vec graph-embedding node-embedding tadw attributed-embedding 2vec

• Updated Aug 14, 2022
• Python

The SINr approach to train interpretable word and graph embeddings

machine-learning community-detection network-science louvain network-embedding interpretability word-embedding node-embedding 2vec

• Updated Jun 11, 2026
• Jupyter Notebook