Python 23 Jupyter Notebook 2 Julia 1 Lua 1 JavaScript 1 C++ 1 Scala 1 Matlab 1 Shell 1

[Label Inference Methods](#content) 238 [Applications](#content) 169 [Graph Construction Methods](#content) 128 [Datasets](#content) 50 [Theory](#content) 48 [Books](#content) 3 [Tutorials](#content) 1 [Survey](#content) 1

Others 196 Graph Regularization Approaches 152 Unsupervised approaches 113 Graph Embedding Approaches 86 Computer Vision 55 Supervised Approaches 15 Natural Language Processing 11 Social Networks 5 Biomedical Science 4

network-embedding 3 node2vec 2 graph-neural-networks 2 matrix-factorization 2 deepwalk 2 singular-value-decomposition 1 role2vec 1 node-embedding 1 nmf 1 grarep 1 graph2vec 1 graph-embedding 1 gensim 1 embedding 1 deep-learning 1 asne 1 aane 1 regularization 1 gnn 1 gcn 1 aaai2021 1 mutual-information-neural-estimator 1 infograph 1 graph-level-representation 1 tensorflow 1 self-attention 1 python 1 neural-networks 1 graph-attention-networks 1 attention-mechanism 1 machine-learning 1 graph 1 social-network-analysis 1 social-network 1 network-representation-learning 1 high-order-proximity 1 gsvd 1 asymmetric-transtivity 1 word2vec 1 walklets 1 tadw 1 svd 1