lukecavabarrett / pnaLinks
Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric
☆352Updated last month
Alternatives and similar repositories for pna
Users that are interested in pna are comparing it to the libraries listed below
Sorting:
- Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)☆272Updated 2 years ago
- Hierarchical Graph Pooling with Structure Learning☆341Updated 4 years ago
- Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".☆187Updated 3 years ago
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆394Updated last year
- Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" …☆318Updated last year
- Reproduces the results of MinCutPool as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Poolin…☆271Updated 3 months ago
- Papers about developing deep Graph Neural Networks (GNNs)☆302Updated 2 years ago
- ☆156Updated 3 years ago
- ☆354Updated last year
- ☆300Updated 2 years ago
- Subgraph Neural Networks (NeurIPS 2020)☆200Updated 4 years ago
- Framework for evaluating Graph Neural Network models on semi-supervised node classification task☆475Updated 6 years ago
- Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)☆197Updated last year
- PyTorch implementation of "Simple and Deep Graph Convolutional Networks"☆353Updated 5 years ago
- Position-aware Graph Neural Networks☆399Updated 4 years ago
- ☆95Updated 2 years ago
- Strategies for Pre-training Graph Neural Networks☆1,022Updated last year
- ☆423Updated 6 years ago
- Graph Auto-Encoder in PyTorch☆437Updated last year
- Hyperbolic Graph Convolutional Networks in PyTorch.☆629Updated 11 months ago
- This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification☆472Updated 2 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆644Updated 2 years ago
- Distance Encoding for GNN Design☆186Updated 4 years ago
- [ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)☆289Updated 4 years ago
- Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)☆285Updated 4 years ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Updated 4 years ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆94Updated 3 years ago
- An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.☆235Updated 2 years ago
- Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"☆209Updated 2 years ago
- ☆492Updated 4 years ago