Content Message passing relational and iterative classifier collective classifier Reference message passing explanation https://wandb.ai/graph-neural-networks/spatial/reports/An-Introdu...
Content Why Graph in ML? Classic Graph ML tasks Choice of representations 1. Why Graph in ML? 1.1 Graph structure naturally exists in many data Data examples that can be represented as g...
Content Node embeddings (lecture 3.1) Random walk for node embeddings (lecture 3.2) Embed entire graph (lecture 3.3) 1. Node embedding Instead of traditional feature engineering, vector e...
CS224W--Graph ML introduction
Unitree Go 1 EDU doc--control with legged SDK and ROS
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