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fedhere edited section_Requirements_We_want_the__.tex
almost 8 years ago
Commit id: b4b18aaba581bbd3ec8f2e16334cc202a495291f
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I choose a square exponential kernel ({\tt ExpSquaredKernel} in {\tt george}) $$k(d)=θ_1^2 \exp(\frac{−d^2}{θ_2^2})$$.
In order to choose the hyperparameters $θ_1^2$ and $θ_2^2$ I minimize the objective
function function: $\chi^2(m) ~*~ \sqrt{\frac{d^2 m}{dt^2} }$