dfdazac / grapesLinks
Official implementation of the paper "GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks".
☆13Updated 10 months ago
Alternatives and similar repositories for grapes
Users that are interested in grapes are comparing it to the libraries listed below
Sorting:
- The codebase and datasets for the IJCAI 2021 paper "The Surprising Power of Graph Neural Networks with Random Node Initialization".☆22Updated 4 years ago
- Dynamic Graph Benchmark☆88Updated 3 years ago
- ☆33Updated 3 years ago
- Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)☆45Updated 3 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆163Updated 2 years ago
- ☆47Updated 4 years ago
- Wasserstein Weisfeiler-Lehman Graph Kernels☆86Updated last year
- Synthetic graph generator☆12Updated 2 years ago
- Temporal Graph Benchmark project repo☆244Updated 3 months ago
- Dir-GNN is a machine learning model that enables learning on directed graphs.☆82Updated 2 years ago
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆85Updated 4 years ago
- Main code for "Revisiting over-smoothing and over-squashing using the Ollivier-Ricci curvature" paper☆17Updated 2 years ago
- Differentiable DAG Sampling (ICLR 2022)☆38Updated 3 years ago
- Neural Dynamics on Complex Networks☆55Updated 5 years ago
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆123Updated 3 years ago
- Graph Structured Neural Network☆40Updated 3 years ago
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs☆115Updated 4 years ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆98Updated 3 years ago
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆36Updated 2 years ago
- ☆42Updated 3 years ago
- TGB baselines for dynamic link property prediction☆23Updated last year
- ☆104Updated 2 years ago
- ☆19Updated 2 years ago
- ☆156Updated 4 years ago
- ☆139Updated 2 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆121Updated 2 years ago
- An Empirical Evaluation of Temporal Graph Benchmark☆37Updated 2 years ago
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆87Updated 2 years ago
- ☆60Updated last year
- PyG re-implementation of Neural Bellman-Ford Networks (NeurIPS 2021)☆75Updated 3 years ago