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GaussianSmoothing.js

Implements gaussian kernel regression smoothing in pure javascript

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Usage

function gaussiansmooth (xs, x, y, h)

  • xs: a current x point being evaluated at

  • x: the array holding all of the data in x

  • y: the array holding all the data in y

  • h: the hyperparameter controlling the width of the RBF kernel

  • return ys: returns a predicted point in y around the given x

> var gaussiansmooth = require('gaussiansmoothing');

Install

With npm do:

npm install gaussiansmoothing

License - MIT

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Implements gaussian kernel regression smoothing in pure javascript

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