https://github.com/rauljordan/gaussiansmoothing.js

Implements gaussian kernel regression smoothing in pure javascript
https://github.com/rauljordan/gaussiansmoothing.js

Last synced: 8 days ago
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Implements gaussian kernel regression smoothing in pure javascript

• Host: GitHub
• URL: https://github.com/rauljordan/gaussiansmoothing.js
• Owner: rauljordan
• License: other
• Created: 2015-07-10T01:15:49.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2015-07-10T16:29:22.000Z (over 9 years ago)
• Last Synced: 2024-10-12T19:55:39.243Z (about 1 month ago)
• Language: JavaScript
• Size: 2.35 MB
• Stars: 1
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# GaussianSmoothing.js

Implements gaussian kernel regression smoothing in pure javascript

[![Build Status](https://travis-ci.org/rauljordan/gaussiansmoothing.js.svg?branch=master)](https://travis-ci.org/rauljordan/gaussiansmoothing.js)

# 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](http://npmjs.org) do:

```

npm install gaussiansmoothing

```

# License - MIT