[The Web Conference 2024] GNNShap: Scalable and Accurate GNN Explanation using Shapley Values
☆45Mar 5, 2024Updated 2 years ago
Alternatives and similar repositories for GNNShap
Users that are interested in GNNShap are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explanation method for Graph Neural Networks (GNNs)☆72Apr 27, 2025Updated last year
- Differentiable models of halo and galaxy formation history☆11Jul 1, 2026Updated 2 months ago
- Semi-supervised learning code + CAVD + BVSE + QE-NEB for identifying prospective ion conductors☆15Sep 24, 2022Updated 3 years ago
- ☆16Sep 20, 2024Updated last year
- Disease subnetwork detection with explainable Graph Neural Networks☆27May 12, 2024Updated 2 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.
- ReaxNet: a polarizable long-range interactions integrated equivariant machine learning potential☆18Jan 6, 2026Updated 8 months ago
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆50Apr 8, 2024Updated 2 years ago
- Etomica is a molecular simulation framework written in Java, developed at the Department of Chemical & Biological Engineering at the Uni…☆17Aug 21, 2026Updated 2 weeks ago
- MATLAB Unbalanced Power System Fault Analysis☆10Aug 24, 2017Updated 9 years ago
- A traffic control system which counts the number of vehicles and detects passage of any emergency vehicle. This will help in dynamic traf…☆11Apr 13, 2017Updated 9 years ago
- Python interface for the zeo++ package☆19Jun 25, 2026Updated 2 months ago
- A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data☆16Dec 5, 2021Updated 4 years ago
- This repository contains material for the python workshop on deep learning in computer vision☆14Jul 20, 2022Updated 4 years ago
- Original implementation of CSPML☆29Dec 22, 2024Updated last year
- 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.
- Official Repository of "Graph Mixture Density Networks" (ICML 2021)☆28Jul 30, 2022Updated 4 years ago
- 逻辑回归和单层softmax的解析解☆12Jul 29, 2021Updated 5 years ago
- Shiny app to perform standard machine learning tasks☆10Aug 19, 2019Updated 7 years ago
- [ICLR 2025] Official Implementation of "Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy …☆27Apr 17, 2025Updated last year
- ProxyExplainer for Graph Neural Networks☆16Oct 24, 2024Updated last year
- ☆58Mar 22, 2022Updated 4 years ago
- Modification of RASPA2 code for GC-TMMC simulations☆14Apr 18, 2024Updated 2 years ago
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximization☆14Jul 8, 2022Updated 4 years ago
- ☆13Feb 24, 2021Updated 5 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.
- Hückel model + JAX☆14Oct 13, 2022Updated 3 years ago
- code for kdd feasibiiity☆12Jul 17, 2023Updated 3 years ago
- Implementation fo Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks☆16Aug 31, 2022Updated 4 years ago
- DFT-D3 interface☆12Apr 3, 2023Updated 3 years ago
- Tool for the canonicalization of Polymer SMILES (P🙂) strings☆36Sep 3, 2024Updated 2 years ago
- ICLR 2023: Learning to Extrapolate: A Transductive Approach☆11Aug 15, 2023Updated 3 years ago
- ☆11Sep 6, 2024Updated 2 years ago
- Official Implementation of "TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery"☆16Mar 18, 2024Updated 2 years ago
- ☆43Jan 17, 2025Updated last year
- 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.
- This is the source code of CubicGAN generating cubic crystal structures using improved WGAN.☆11Jun 6, 2022Updated 4 years ago
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆16Sep 4, 2023Updated 3 years ago
- This is a Pytorch implementation of GraphLIME☆96Jan 6, 2022Updated 4 years ago
- Generative materials benchmarking metrics, inspired by guacamol and CDVAE.☆41Jun 1, 2024Updated 2 years ago
- ☆13Apr 21, 2026Updated 4 months ago
- 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☆817Jun 3, 2026Updated 3 months ago