ml-regression-exponential
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2.1.0 • Public • Published

regression-exponential

NPM version build status npm download

Exponential Regression.

Installation

$ npm i ml-regression-exponential

Usage

This calculates parameters A and B for the equation y = A * e^(B * x).

import ExponentialRegression from 'ml-regression-exponential';

const x = [0, 1, 2, 3, 4];
const y = [1.5, 2.5, 3.5, 5.0, 7.5];

const regression = new ExponentialRegression(x, y);

regression.A; // 0.391202
regression.B; // 1.579909
regression.predict(2); // 3.454825
regression.toString(3); // f(x) = 1.58 * exp(0.391 * x)

License

MIT

Readme

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Install

npm i ml-regression-exponential

Weekly Downloads

14,957

Version

2.1.0

License

MIT

Unpacked Size

9.74 kB

Total Files

8

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Collaborators

  • stropitek
  • targos
  • lpatiny
  • mljs-bot
  • maasencioh
  • jeffersonh44
  • andcastillo
  • ml-bot