CHAPTER 27 / 40
Gaussian Processes & Kernels
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- Step 116~15m3D · 11Code · 13★Most cinematic
Kernels and the Kernel Trick (RKHS)
A kernel is a similarity function that secretly computes an inner product in a (possibly infinite-dimensional) feature space — letting linea…
Open lesson - Step 117~10m3D · 11Code · 12★Most cinematic
Gaussian Process Priors
A Gaussian process is a probability distribution over functions: pick any finite set of inputs and the outputs are jointly Gaussian, with co…
Open lesson - Step 118~15m3D · 11Code · 13★Most cinematic
Gaussian Process Regression
Condition the GP prior on observed data and you get a posterior — a closed-form predictive mean and variance at every test input. The model…
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