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structural-attention

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benedekrozemberczki/awesome-graph-classification

benedekrozemberczki / awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

graph2vec classification-algorithm graph-kernels weisfeiler-lehman kernel-methods deep-graph-kernels netlsd graph-attention-model graph-attention-networks structural-attention attention-mechanism node2vec graph-embedding network-embedding node-embedding graph-representation-learning deepwalk graph-convolutional-networks

Python

4789

739

2 年前

benedekrozemberczki / AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

PyTorch torch attention deepwalk node2vec word2vec matrix-factorization 深度学习 structural-attention graph-representation-learning scikit-learn Tensorflow nips neurips graph-neural-networks 机器学习

Python

325

47

2 年前

benedekrozemberczki / GAM

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

graph-convolution gcn attention structural-attention deepwalk node2vec graph2vec graphsage 机器学习 transfer-learning reinforcement-learning deep-reinforcement-learning neural-networks PyTorch scikit-learn

Python

273

57

2 年前