microsoft / tf-gnn-samples
TensorFlow implementations of Graph Neural Networks
☆918Updated 2 years ago
Alternatives and similar repositories for tf-gnn-samples:
Users that are interested in tf-gnn-samples are comparing it to the libraries listed below
- Sample Code for Gated Graph Neural Networks☆1,028Updated 5 years ago
- TensorFlow 2 library implementing Graph Neural Networks☆369Updated last year
- Repository for benchmarking graph neural networks☆2,555Updated last year
- A PyTorch Graph Neural Network Library☆374Updated 3 years ago
- Papers on Graph neural network(GNN)☆759Updated last year
- How Powerful are Graph Neural Networks?☆1,204Updated 3 years ago
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,161Updated last year
- Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.☆806Updated 2 years ago
- A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).☆792Updated 2 years ago
- A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).☆778Updated 2 years ago
- Materials for DGL hands-on tutorial in WWW 2020☆502Updated 3 years ago
- Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)☆480Updated 4 years ago
- gnn explainer☆925Updated 5 months ago
- Graph Markov Neural Networks☆404Updated 4 years ago
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,247Updated last year
- Framework for evaluating Graph Neural Network models on semi-supervised node classification task☆462Updated 6 years ago
- Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x☆499Updated last month
- Keras implementation of Graph Convolutional Networks☆792Updated 3 years ago
- Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric☆813Updated last year
- Simple reference implementation of GraphSAGE.☆1,005Updated 4 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆634Updated 2 years ago
- ☆518Updated 6 years ago
- Strategies for Pre-training Graph Neural Networks☆985Updated last year
- official implementation for the paper "Simplifying Graph Convolutional Networks"