26 Open Source Graph Representation Learning Software Projects
Free and open source graph representation learning code projects including engines, APIs, generators, and tools.
Awesome Graph Classification 3766 ⭐
A collection of important graph embedding, classification and representation learning papers with implementations.
Graph Based Deep Learning Literature 2420 ⭐
links to conference publications in graph-based deep learning
Ampligraph 1334 ⭐
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Graphgan 402 ⭐
A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)
Dsgiitr Graph_nets 381 ⭐
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Mixhop And N Gcn 348 ⭐
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
Attentionwalk 256 ⭐
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Pyhgt 185 ⭐
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
Splitter 164 ⭐
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Seal Ci 162 ⭐
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Cripac Dig Grace 31 ⭐
PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)
Learning Tsp 20 ⭐
Code for the paper 'Learning TSP Requires Rethinking Generalization' (arXiv Pre-print)
Awesome Self Supervised Learning For Graphs 16 ⭐
A curated list for awesome self-supervised learning for graphs.