Graph Neural Networks with Pytorch

Abdulkader Helwan
9 min readFeb 21, 2024

In this story, we will dive deep into Graph neural networks (GNNs), their structure, complexities, and implementation in Python.

What is a Graph?

Imagine a web spun not of silk, but of information. Each strand connecting data points, like pearls, becomes a vital thread in understanding complex relationships. This intricate tapestry, my friend, is what we call a graph.

At its core, a graph is a data structure, a way of organizing information in a clear and meaningful fashion. But unlike a simple list, a graph…