Generating PGM Explanation for GNN predictions
☆76Jul 6, 2023Updated 3 years ago
Alternatives and similar repositories for PGMExplainer
Users that are interested in PGMExplainer 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
- Official code for the ICML 2021 paper "Generative Causal Explanations for Graph Neural Networks."☆64Apr 7, 2022Updated 4 years ago
- Towards Multi-Grained Explainability for Graph Neural Networks (NeurIPS 2021) + Pytorch Implementation of GNN attribution methods☆69Feb 16, 2025Updated last year
- gnn explainer☆1,063Aug 30, 2024Updated 2 years ago
- ☆20Jul 30, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆19Sep 30, 2022Updated 4 years ago
- Explainability techniques for Graph Networks, applied to a synthetic dataset and an organic chemistry task. Code for the workshop paper "…☆127Nov 12, 2019Updated 6 years ago
- Official code for the TIFS 2022 paper "Towards Private Learning on Decentralized Graphs with Local Differential Privacy."☆11Mar 26, 2023Updated 3 years ago
- Pytorch implementation of XGNN☆10Jan 20, 2021Updated 5 years ago
- Papers about explainability of GNNs☆818Jun 3, 2026Updated 4 months ago
- ☆19May 27, 2021Updated 5 years ago
- a robust metric (robust fidelity) for XGNN (ICLR24)☆12Jun 3, 2025Updated last year
- Code for "Explainability methods for graph convolutional neural networks" - PE Pope*, S Kolouri*, M Rostami, CE Martin, H Hoffmann (CVPR …☆34Apr 14, 2026Updated 6 months ago
- [ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.☆173Feb 19, 2024Updated 2 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.
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆214May 22, 2024Updated 2 years ago
- ☆13Feb 9, 2021Updated 5 years ago
- [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)☆15Jun 15, 2024Updated 2 years ago
- ☆15Jun 28, 2025Updated last year
- Cyber Code Intelligence (CyberCI)☆14Dec 25, 2020Updated 5 years ago
- Official code for the INFOCOM 2020 paper "Guardian: Evaluating Trust in Online Social Networks with Graph Convolutional Networks."☆11Jun 16, 2021Updated 5 years ago
- Bayesian scaling laws for in-context learning.☆16Mar 12, 2025Updated last year
- Implementation fo Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks☆16Aug 31, 2022Updated 4 years ago
- Final project repo for UCLA CS 267A☆13Aug 29, 2020Updated 6 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.
- "Explainable classification of brain networks via contrast subgraphs" - T. Lanciano, F. Bonchi, A. Gionis☆21Mar 23, 2022Updated 4 years ago
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 5 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- Unsupervised Domain Adaptation on Graphs☆15Apr 6, 2022Updated 4 years ago
- Global Counterfactual Explainer for Graph Neural Networks☆22Mar 24, 2023Updated 3 years ago
- Materials of the Tropical Probabilistic AI School 2024.☆23Feb 1, 2024Updated 2 years ago
- Reimplementation of Graph Autoencoder by Kipf & Welling with DGL.☆63Jan 31, 2023Updated 3 years ago
- First and Complementary Neighborhood Combination of Adjacency Matrix for Graph Learning☆20Jul 22, 2023Updated 3 years ago
- Creating a graph that summarizes correlations between stocks and using a Graph Neural Network to encode that information to be utilized i…☆18May 19, 2023Updated 3 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.
- Anonymous Repository for ICML LRG Workshop: On Explainability Techniques for Graph Convolutional Networks☆23Apr 29, 2019Updated 7 years ago
- ☆15Jun 3, 2022Updated 4 years ago
- Molecular crystal structure prediction with flow matching and RL☆11Oct 9, 2026Updated 3 weeks ago
- This is a Pytorch implementation of GraphLIME☆96Jan 6, 2022Updated 4 years ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆67Jun 23, 2023Updated 3 years ago
- Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022☆42Jun 13, 2022Updated 4 years ago
- Framework for the advanced analysis, causal mapping, and predictive forecasting of financial cryptocurrency time series.☆11Jun 23, 2026Updated 4 months ago