aiim-research / GRETEL
GRETEL is a framework for the development and evaluation of Counterfactual Explanation methods for Graph Classifiers
☆16Updated 3 weeks ago
Alternatives and similar repositories for GRETEL
Users that are interested in GRETEL are comparing it to the libraries listed below
Sorting:
- Graph Counterfactual Explanation Evaluation Framework☆21Updated last year
- This repository contains the source code of the paper "Learning Accurate and Interpretable Decision Rule Sets from Neural Networks".☆12Updated 3 years ago
- ☆19Updated last year
- Source code & appendices accompanying the AAAI2022 paper "Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation…☆8Updated 3 years ago
- A python package for graph kernels, graph edit distances, and graph pre-image problem.☆125Updated last year
- ☆28Updated last year
- Framework to evaluate Trajectory Classification Algorithms☆45Updated 9 months ago
- ☆11Updated 3 years ago
- HGX is a multi-purpose, open-source Python library for higher-order network analysis☆251Updated last month
- A list of Graph Causal Learning materials.☆195Updated 3 months ago
- A research library for automating experiments on Deep Graph Networks☆222Updated 8 months ago
- ☆320Updated 9 months ago
- ☆49Updated 5 years ago
- Parameterized Explainer for Graph Neural Network☆132Updated last year
- Continuous Industrial Process datasets for benchmarking Causal Discovery methods☆31Updated 2 years ago
- Temporal Graph Benchmark project repo☆218Updated 2 weeks ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆111Updated 7 months ago
- ☆156Updated 3 years ago
- Mavenized AMIE+Typing☆119Updated 2 weeks ago
- Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data☆211Updated 3 years ago
- In-Situ Evaluator: Real-Time Subsample Analysis☆13Updated 2 months ago
- ☆43Updated 4 years ago
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆394Updated 11 months ago
- A scikit-learn compatible hyperbox-based machine learning library in Python☆33Updated 4 months ago
- ☆24Updated 3 years ago
- ☆100Updated last year
- Generating PGM Explanation for GNN predictions☆76Updated last year
- Synthetic graph generator☆12Updated last year
- Explanation method for Graph Neural Networks (GNNs)☆68Updated 2 weeks ago
- ☆16Updated 2 years ago