AstraZeneca/awesome-explainable-graph-reasoning resource

Health v2 · maintenance only

Adoption not part of the score

1989 stars · 137 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of research papers, surveys, and software on explainability in graph machine learning. It is maintained by AstraZeneca and organized into sections on explainable predictions, reasoning, software, and theory.

Use cases

• find papers on explainable graph neural networks
• discover software for explaining GNN predictions
• survey the state of explainable AI for graphs
• find GNN interpretability research for a literature review
• locate tools to explain graph-based model decisions

When to choose

• you need a curated starting point for explainable graph ML research
• you want links to both papers and software in one place

When to avoid

• you need a runnable library rather than a reference list
• you need explainability for non-graph machine learning models

Facets

learning-resource · maturity maintenance

machine-learning deep-learning developer-tools machine-learning artificial-intelligence awesome-lists tutorials cross-platform awesome-list explainable-ai graph-machine-learning gnn research-papers xai

Member repositories

For agents

markdown · JSON · MCP: product_card(name="AstraZeneca/awesome-explainable-graph-reasoning")