node2vec topic
APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
ASNE
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
awesome-community-detection
A curated list of community detection research papers with implementations.
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
BANE
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
BoostedFactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).