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High Dimensional Interpolation with RBFs

ThatMathThing

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High Dimensional Interpolation with RBFs

4 387 просмотров · 5 лет назад
ThatMathThing
22,5 тыс. подписчиков
4 387 просмотров · 5 лет назад
We take the code from the last lecture and we spruce it up to handle high dimensional interpolation problems. Surprise! It takes no changes at all. This demonstrates the power of RBF interpolation, where the fundamental algorithm is unchanged even in high dimensional settings. We specifically use the Gaussian RBF and the Exponential Dot Product Kernels to do the interpolations, and approximate the benchmark called Franke's Function. Code Link: https://bitbucket.org/joelrosenfeld/r... Music: Come 2gether by Ooyy Sunrise in Paris by Dan Henig Guardians + Tek by Craig Hardgrove