An Intuitive Tutorial to Gaussian Processes Regression

plot more random generated uni-variate Gaussian vectors, for example, 20 vectors x 1, x2,. . ., x20 in [0,1], and connect 10 random selected sample points of each vec-tor as lines, we get 10 lines that look more like functions within [0,1] shown in Fig. 4(b). We still cannot use these lines to make predictions for regression tasks be-

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