An Interactive Visualisation for Your Graph Neural Network Explanations

A step-by-step guide on how to build one in five easy steps, with code already written for you…

Benjamin Lee
Towards Data Science
16 min readJan 29, 2024

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Image by author. PubMed dataset network composed of 530 nodes and 778 edges, drawn using gravis

Introduction

I use graph neural networks in my day-to-day job, and I have wasted many days due to the lack of a decent network visualisation tool when…

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