Code Monkey home page Code Monkey logo

polyfit.js's Introduction

polyfit.js

Polynomial fitment solver library for node.js

Heavily, heavily inspired by Paul Lutus ([email protected]) - http://www.arachnoid.com/polysolve This was just a way to node-ize / component-ize this library, and format it a little better.

Usage

To get a polynomial function that you can pass an x value into and get the corresponding y value (the parameter is the number of degrees)

  var Polyfit = require('polyfit');
  var poly = new Polyfit([ 1, 2, 3, 4, 5 ], [ 0.01, 0.03, -0.02, 0.03, 0.02 ]);
  var solver = poly.getPolynomial(6);

Solver will be a function that you can call with an x value.

  console.log(solver(1.17));

Computing coefficient terms:

  var terms = poly.computeCoefficients(6);

Use those terms to get a standard error:

  var standardError = poly.standardError(terms);

Or to get a correlation coefficient

  var cc = poly.correlationCoefficient(terms);

License

(Based on GNU license from Paul Lutus)

This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.

polyfit.js's People

Contributors

philippsimon avatar rfink avatar

Watchers

James Cloos avatar Kris Bigney avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.