ml-airpls

Baseline correction using adaptive iteratively reweighted penalized least

Usage no npm install needed!

<script type="module">
  import mlAirpls from 'https://cdn.skypack.dev/ml-airpls';
</script>

README

airpls

Baseline correction using adaptive iteratively reweighted penalized least squares

It is an javascript implementation of airpls using cholesky decomposition and reverse Cuthill-Mckee method for reducing the bandwidth of sparse linear systems, obtaining a fast baseline fitter.

Installation

$ npm install ml-airpls

API Documentation

Example

const airpls = require('ml-airpls');

let y = [1, 1, 1, 1, 3, 6, 3, 1, 1, 1];
let x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9];

var {baseline, corrected, iteration, error} = airpls(x, y);

License

MIT