GraphXAI: Resource to support the development and evaluation of GNN explainers
☆214May 22, 2024Updated 2 years ago
Alternatives and similar repositories for GraphXAI
Users that are interested in GraphXAI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆50Apr 8, 2024Updated 2 years ago
- Papers about explainability of GNNs☆818Jun 3, 2026Updated 4 months ago
- Official Implementation of "D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion"☆23Oct 29, 2023Updated 2 years ago
- Explanation method for Graph Neural Networks (GNNs)☆73Apr 27, 2025Updated last year
- Towards Multi-Grained Explainability for Graph Neural Networks (NeurIPS 2021) + Pytorch Implementation of GNN attribution methods☆69Feb 16, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Parameterized Explainer for Graph Neural Network☆146Feb 23, 2024Updated 2 years ago
- ☆19Apr 30, 2022Updated 4 years ago
- ☆69Dec 19, 2025Updated 9 months ago
- ☆10Jun 11, 2023Updated 3 years ago
- [ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.☆174Feb 19, 2024Updated 2 years ago
- A library for graph deep learning research☆2,010Jul 15, 2024Updated 2 years ago
- gnn explainer☆1,061Aug 30, 2024Updated 2 years ago
- Generating PGM Explanation for GNN predictions☆76Jul 6, 2023Updated 3 years ago
- Global Counterfactual Explainer for Graph Neural Networks☆22Mar 24, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for "Explainability methods for graph convolutional neural networks" - PE Pope*, S Kolouri*, M Rostami, CE Martin, H Hoffmann (CVPR …☆34Apr 14, 2026Updated 5 months ago
- ProxyExplainer for Graph Neural Networks☆16Oct 24, 2024Updated last year
- Implementation of "Explainability Methods for Graph Convolutional Neural Networks" from HRL Laboratories☆83Oct 19, 2021Updated 4 years ago
- Repository associated to the paper: "Explaining the Explainers in Graph Neural Networks: a Comparative Study"☆38Oct 4, 2023Updated 3 years ago
- ☆11Nov 8, 2023Updated 2 years ago
- Code to accompany the "Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs" (Briefings in B…☆19Feb 11, 2026Updated 7 months ago
- Code for paper https://arxiv.org/abs/2102.13186☆42Apr 3, 2021Updated 5 years ago
- a robust metric (robust fidelity) for XGNN (ICLR24)☆12Jun 3, 2025Updated last year
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆260Aug 17, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆19May 27, 2021Updated 5 years ago
- 5-day workshop on Metabolomics and Data Analysis☆19Sep 1, 2019Updated 7 years ago
- Code for paper "Towards Training GNNs using Explanation Directed Message Passing"☆16Feb 28, 2023Updated 3 years ago
- [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)☆15Jun 15, 2024Updated 2 years ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆38Oct 17, 2023Updated 2 years ago
- [NeurIPS 2022] Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)☆15Oct 20, 2022Updated 3 years ago
- DiffWire: Inductive Graph Rewiring via the Lovász Bound. In Proceedings of the First Learning on Graphs Conference. 2022. Adrian Arnaiz-R…☆18Jan 31, 2023Updated 3 years ago
- This is a Pytorch implementation of GraphLIME☆96Jan 6, 2022Updated 4 years ago
- ☆19Jul 8, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆10Sep 17, 2020Updated 6 years ago
- Official implementation of AAAI'22 paper "ProtGNN: Towards Self-Explaining Graph Neural Networks"☆51Oct 25, 2022Updated 3 years ago
- ☆17Sep 27, 2026Updated last week
- SPECTRA: Spectral framework for evaluation of biomedical AI models☆46May 28, 2026Updated 4 months ago
- Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs, International Conference on Machine Learning (ICML), 2025☆15Jun 23, 2025Updated last year
- A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Informati…☆70Aug 18, 2023Updated 3 years ago
- ☆56Aug 24, 2020Updated 6 years ago