Graph Machine Learning

From zero to expert on Graph Neural Networks - with math derivations, intuition, code, papers, and how GNNs fit with LLMs.

Learn

Graph foundations, message passing, every major GNN architecture, training, data prep, when to use GNNs, and the LLM era.

Open Learn section

Interview Prep

Expandable Q&A for revision and interviews. Separate from the learning notes.

Open Interview Prep section

Papers & Formulas

Key research papers, thesis pointers, and a formula cheat sheet for quick revision.

Open Papers hub · Formula sheet