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Intro to Gaussian Processes: A Toy Model

Gaussian Processes are powerful statistical tools for modeling complex, noisy data—especially when the underlying relationship isn’t known. In this post, I build up intuition for GPs using a simple toy example, demonstrating how they can flexibly capture patterns in data while providing uncertainty constraints.