sw-gong / GNN-Tutorial
Graph Neural Network Tutorial
☆181Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for GNN-Tutorial
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆341Updated 2 years ago
- CS224W Course Notes☆297Updated 3 years ago
- A Graph Neural Network project on HIV data☆261Updated 5 months ago
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆383Updated 5 months ago
- here you can find the material used for our Tutorials☆97Updated 2 years ago
- Graph Auto-Encoder in PyTorch☆417Updated 8 months ago
- Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification☆100Updated 4 years ago
- Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)☆267Updated last year
- CS224W Stanford Winter 2021 Homework solutions☆196Updated 2 years ago
- This repository implements variational graph auto encoder by Thomas Kipf.☆388Updated 3 years ago
- Subgraph Neural Networks (NeurIPS 2020)☆190Updated 3 years ago
- A list for GNNs and related works.☆82Updated 2 months ago
- ☆93Updated last year
- PyTorch implementation of "Simple and Deep Graph Convolutional Networks"☆331Updated 4 years ago
- ☆293Updated last month
- Solutions for CS224W Winter 2021 Colab☆157Updated 4 months ago
- ☆67Updated 2 years ago
- ☆149Updated 3 years ago
- This is a tutorial for PyTorch Geometric on the YooChoose dataset☆317Updated 5 years ago
- Variational Graph Recurrent Neural Networks - PyTorch☆114Updated 4 years ago
- Papers about developing deep Graph Neural Networks (GNNs)☆301Updated last year
- Pytorch Geometric Tutorials☆1,057Updated last year
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆99Updated 3 years ago
- Papers about explainability of GNNs☆658Updated last month
- Strategies for Pre-training Graph Neural Networks☆971Updated last year
- Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".☆183Updated 2 years ago
- Hierarchical Graph Pooling with Structure Learning☆329Updated 3 years ago
- A curated list of graph data augmentation papers.☆300Updated 7 months ago
- ☆341Updated 4 months ago
- AAAI'21: Data Augmentation for Graph Neural Networks☆187Updated 6 months ago