GraphFramEx: a systematic evaluation framework for explainability methods on GNNs
☆50Apr 8, 2024Updated 2 years ago
Alternatives and similar repositories for graphframex
Users that are interested in graphframex are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Jul 12, 2022Updated 3 years ago
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆209May 22, 2024Updated last year
- ☆20Jul 30, 2024Updated last year
- Official Implementation of "D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion"☆24Oct 29, 2023Updated 2 years ago
- ☆11Nov 8, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Towards Multi-Grained Explainability for Graph Neural Networks (NeurIPS 2021) + Pytorch Implementation of GNN attribution methods☆69Feb 16, 2025Updated last year
- Papers about explainability of GNNs☆799Mar 5, 2026Updated last month
- ProxyExplainer for Graph Neural Networks☆15Oct 24, 2024Updated last year
- ☆10Jun 11, 2023Updated 2 years ago
- Parameterized Explainer for Graph Neural Network☆145Feb 23, 2024Updated 2 years ago
- The multiplex network of human diseases☆15Jul 3, 2025Updated 9 months ago
- ☆66Dec 19, 2025Updated 4 months ago
- ☆58Mar 22, 2022Updated 4 years ago
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximization☆14Jul 8, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆19May 21, 2025Updated 11 months ago
- code for kdd feasibiiity☆12Jul 17, 2023Updated 2 years ago
- The official implementation for the paper "SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanation"☆27Nov 20, 2023Updated 2 years ago
- [ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.☆175Feb 19, 2024Updated 2 years ago
- The official implementation of AAAI'24 paper: Self-Interpretable Graph Learning with Sufficient and Necessary Explanations.☆15Jan 29, 2024Updated 2 years ago
- [NeurIPS 2022] Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)☆14Oct 20, 2022Updated 3 years ago
- Repository associated to the paper: "Explaining the Explainers in Graph Neural Networks: a Comparative Study"☆39Oct 4, 2023Updated 2 years ago
- ☆19Mar 27, 2023Updated 3 years ago
- MetA-Train to Explain☆18Feb 15, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- gnn explainer☆1,041Aug 30, 2024Updated last year
- A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).☆89Oct 15, 2024Updated last year
- ☆16Jun 15, 2019Updated 6 years ago
- [ICML 2024] KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning☆25Sep 20, 2024Updated last year
- ☆10Nov 29, 2024Updated last year
- A library for graph deep learning research☆2,001Jul 15, 2024Updated last year
- A simple neural network in C#, without libraries☆10Dec 5, 2019Updated 6 years ago
- Code for "Explainability methods for graph convolutional neural networks" - PE Pope*, S Kolouri*, M Rostami, CE Martin, H Hoffmann (CVPR …☆34Apr 14, 2026Updated 2 weeks ago
- An official PyTorch implementation of "Unnoticeable Backdoor Attacks on Graph Neural Networks" (WWW 2023)☆61Dec 3, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Egocentric Temporal Motifs Miner☆13Nov 9, 2021Updated 4 years ago
- Implementation of paper "Explanability-based backdoor attacks against graph neural networks"☆12Aug 1, 2022Updated 3 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆14Aug 11, 2023Updated 2 years ago