Visualising Gaussian processes

A very short visual introduction to Gaussian processes (GP) and Gaussian process regression (GPR). It is important to understand the distinction between a Gaussian process and Gaussian process regression.

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Gaussian Process

Gaussian Process Regression

The dashed black line represents the true function that we are attempting to learn and the black circles represent observed data.

Draw individual samples