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01 ·Deep Learning Basics·★ MEMBER·PAPER·12 min read Graph Neural Networks from Scratch — Learning from Connections Social networks, molecules and road maps are all built from dots and lines. This piece builds message passing up from nothing, explains why stacking layers makes every node look identical (over-smoothing), and follows the idea through to how recommenders and drug discovery actually use it.