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Gaussian Process Regression (GPR) is a simple probabilistic method to do regression without assuming a fixed formula for the relationship between inputs and outputs. Instead of choosing a specific function (like a straight line or a polynomial), GPR assumes that the function we're trying to learn comes from a "Gaussian process," which you can ...
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