{ "metadata": { "title": "Graph Neural Networks and Machine Learning with Graphs", "description": "A comprehensive intelligent textbook covering Graph Neural Networks from graph theory fundamentals through frontier topics including Graph Transformers, Knowledge Graph Foundation Models, and LLM+GNN integration.", "creator": "Anvith Pothula", "date": "2026-05-28", "version": "1.0", "format": "Learning Graph JSON v1.0", "schema": "https://raw.githubusercontent.com/dmccreary/learning-graphs/refs/heads/main/src/schema/learning-graph-schema.json", "license": "CC BY-NC-SA 4.0 DEED" }, "groups": { "PREREQ": { "classifierName": "Prerequisites", "color": "SteelBlue", "font": { "color": "white" } }, "FOUND": { "classifierName": "Graph Fundamentals", "color": "DodgerBlue", "font": { "color": "white" } }, "ALGO": { "classifierName": "Classical Graph Algorithms", "color": "Teal", "font": { "color": "white" } }, "EMB": { "classifierName": "Node Embeddings", "color": "DarkSlateBlue", "font": { 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