This is a Pytorch implementation of GraphLIME
☆96Jan 6, 2022Updated 4 years ago
Alternatives and similar repositories for GraphLIME
Users that are interested in GraphLIME are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Parameterized Explainer for Graph Neural Network☆146Feb 23, 2024Updated 2 years ago
- Post-selection inference based on truncated Gaussians for the HSIC-Lasso feature selection procedure☆10Jun 17, 2021Updated 5 years ago
- gnn explainer☆1,056Aug 30, 2024Updated 2 years ago
- Explanation method for Graph Neural Networks (GNNs)☆72Apr 27, 2025Updated last year
- Papers about explainability of GNNs☆816Jun 3, 2026Updated 2 months 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.
- ☆19Sep 30, 2022Updated 3 years ago
- Rex Ying's Ph.D. Thesis, Stanford University☆42Jun 16, 2022Updated 4 years ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆67Jun 23, 2023Updated 3 years ago
- ☆18Feb 6, 2023Updated 3 years ago
- Pytorch implementation of XGNN☆10Jan 20, 2021Updated 5 years ago
- ☆58Mar 22, 2022Updated 4 years ago
- Code for "Re-evaluating Word Mover’s Distance" (ICML 2022)☆40Jun 15, 2022Updated 4 years ago
- 🧪 A unified benchmark to evaluate & compare Explainable AI methods (SHAP, LIME, ...) via functional tests. Live results + paper (arXiv:2…☆14Jul 3, 2026Updated 2 months ago
- WWW2021: Interpreting and Unifying Graph Neural Networks with An Optimization Framework☆14Jun 23, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Large-Scale Heterogeneous Feature Embedding☆15Mar 21, 2022Updated 4 years ago
- Official implementation of GraphMask as presented in our paper Interpreting Graph Neural Networks for NLP With Differentiable Edge Maskin…☆48Apr 23, 2021Updated 5 years ago
- bayesian lime☆18Aug 3, 2024Updated 2 years ago
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆212May 22, 2024Updated 2 years ago
- A tool to help understand how GNN/BERT works by attention☆15Jul 5, 2020Updated 6 years ago
- Generating PGM Explanation for GNN predictions☆76Jul 6, 2023Updated 3 years ago
- ☆17Oct 5, 2020Updated 5 years ago
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆50Apr 8, 2024Updated 2 years ago
- Curriculum Meta-Learning for Next POI Recommendation☆18Sep 6, 2021Updated 4 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.
- Code for "Fast Unbalanced Optimal Transport on a Tree" (NeurIPS 2020)☆13Oct 22, 2020Updated 5 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 4 months ago
- ☆16Jun 15, 2019Updated 7 years ago
- 使用Pytorch Geometric（PyG）实现了Cora、Citeseer、Pubmed数据集上的GraphSAGE模型（full-batch）☆18May 18, 2024Updated 2 years ago
- [The Web Conference 2024] GNNShap: Scalable and Accurate GNN Explanation using Shapley Values☆45Mar 5, 2024Updated 2 years ago
- Accompanied repositories for our paper Graph foundation model☆237Nov 11, 2024Updated last year
- Source code for 'Lemna: Explaining deep learning based security applications'.☆24May 15, 2020Updated 6 years ago
- ☆13Nov 19, 2020Updated 5 years ago
- DP-GNN design that ensures both model weights and inference procedure differentially private (NeurIPS 2023)☆12Oct 14, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive L…☆509Aug 12, 2022Updated 4 years ago
- A curated list of graph data augmentation papers.☆312Apr 17, 2024Updated 2 years ago
- ☆15Mar 4, 2019Updated 7 years ago
- Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"☆17Jun 27, 2021Updated 5 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Dec 27, 2021Updated 4 years ago
- Code for our paper: Superpixel-based Domain-Knowledge Infusion in Computer Vision (https://arxiv.org/abs/2105.09448)☆19Aug 12, 2022Updated 4 years ago
- [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)☆14Jun 15, 2024Updated 2 years ago