graph-representation-learning topic
AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
PyGCL
PyGCL: A PyTorch Library for Graph Contrastive Learning
awesome-self-supervised-learning-for-graphs
A curated list for awesome self-supervised learning for graphs.
SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
benchmarking-gnns
Repository for benchmarking graph neural networks
AmpliGraph
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
GNNLens2
Visualization tool for Graph Neural Networks