AntonioLonga / AdvancePyTorchGeometricTutorials
here you can find the material used for our Tutorials
☆93Updated 2 years ago
Related projects: ⓘ
- Repository associated to the paper: "Explaining the Explainers in Graph Neural Networks: a Comparative Study"☆33Updated 11 months ago
- PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepte…☆119Updated last month
- ☆89Updated last year
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆124Updated 10 months ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆150Updated 9 months ago
- Dir-GNN is a machine learning model that enables learning on directed graphs.☆72Updated last year
- ☆85Updated last year
- Code for our paper "Attending to Graph Transformers"☆76Updated 9 months ago
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆159Updated 3 months ago
- ☆74Updated 2 years ago
- This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications…☆52Updated last year
- Temporal Graph Benchmark project repo☆170Updated last month
- Explanation method for Graph Neural Networks (GNNs)☆58Updated 2 years ago
- A list for GNNs and related works.☆78Updated 2 weeks ago
- ☆142Updated 3 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆85Updated last year
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆94Updated 3 years ago
- Topological Graph Neural Networks (ICLR 2022)☆109Updated 2 years ago
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆69Updated 5 months ago
- A Graph Neural Network project on HIV data☆253Updated 3 months ago
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆146Updated 3 months ago
- An VGAE implementation using pytorch geometric.☆40Updated 4 years ago
- A repo for holding example code☆146Updated last year
- Message Passing Neural Networks for Simplicial and Cell Complexes☆151Updated last year
- Implementation of Directional Graph Networks in PyTorch and DGL☆114Updated 3 years ago
- ☆27Updated last year
- Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification☆95Updated 3 years ago
- Data for "Understanding Isomorphism Bias in Graph Data Sets" paper.☆86Updated 4 years ago
- Generating PGM Explanation for GNN predictions☆72Updated last year
- Gradient gating (ICLR 2023)☆51Updated last year