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benedekrozemberczki
awesome-graph-classification benedekrozemberczki
745
4.7k
cc0-1.0
217
A collection of important graph embedding, classification and representation learning papers with implementations.
netlsd deepwalk node2vec graph2vec graph-kernel graph-kernels kernel-methods node-embedding graph-embedding network-embedding weisfeiler-lehman deep-graph-kernels attention-mechanism graph-classification structural-attention graph-attention-model classification-algorithm graph-attention-networks graph-convolutional-networks graph-representation-learning
Created 2018-07-14
422 commits to master branch, last one about a year ago
benedekrozemberczki
AttentionWalk benedekrozemberczki
48
313
gpl-3.0
10
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
nips torch neurips pytorch sklearn walklet deepwalk node2vec word2vec attention tensorflow neurips-2018 deep-learning graph-attention machine-learning matrix-factorization structural-attention graph-neural-networks implicit-factorization graph-representation-learning
Created 2019-01-11
84 commits to master branch, last one about a year ago
benedekrozemberczki
GAM benedekrozemberczki
57
265
gpl-3.0
12
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
gcn pytorch sklearn deepwalk node2vec attention graph2vec graphsage graph-attention neural-networks machine-learning graph-convolution transfer-learning reinforcement-agent graph-classification structural-attention reinforcement-learning deep-reinforcement-learning
Created 2018-12-28
95 commits to master branch, last one about a year ago