pbielak / pytorch_geometric_edge
Edge representation learning library
☆25Updated last year
Related projects: ⓘ
- This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications…☆52Updated last year
- PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepte…☆119Updated last month
- Dir-GNN is a machine learning model that enables learning on directed graphs.☆72Updated last year
- Code for our paper "Attending to Graph Transformers"☆76Updated 10 months ago
- here you can find the material used for our Tutorials☆93Updated 2 years ago
- Higher-order clustering and pooling for GNNs☆8Updated last year
- Gradient gating (ICLR 2023)☆51Updated last year
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆13Updated last year
- Topological Graph Neural Networks (ICLR 2022)☆109Updated 2 years ago
- Code for the paper "Higher-order motif analysis in hypergraphs"☆23Updated 2 years ago
- Code and dataset to test empirically the expressive power of graph pooling operators.☆31Updated 10 months ago
- ☆41Updated 2 years ago
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆12Updated last year
- ☆15Updated 3 months ago
- Official repository for the paper "On Evaluation Metrics for Graph Generative Models"☆26Updated 2 years ago
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆64Updated 11 months ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆114Updated 3 years ago
- ☆74Updated 2 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆150Updated 9 months ago
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆33Updated 5 months ago
- Geo2DR: A Python and PyTorch library for learning distributed representations of graphs.☆44Updated last year
- Temporal Graph Benchmark project repo☆170Updated last month
- Synthetic graph generator☆13Updated 10 months ago
- ☆89Updated last year
- Explanation method for Graph Neural Networks (GNNs)☆58Updated 2 years ago
- Dynamic Graph Benchmark☆67Updated last year
- A library for subgraph GNN based on pyg☆39Updated 3 months ago
- Code of "Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective" paper published in ICLR2021☆45Updated 3 years ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆91Updated 2 years ago
- List of papers on ICML2023.☆54Updated last year