https://github.com/kaustubholpadkar/linear_regression_simulation

Simulation of Linear Regression algorithm using P5.JS
https://github.com/kaustubholpadkar/linear_regression_simulation

gradient-descent-algorithm javascript linear-regression machinelearning p5js

Last synced: 3 months ago
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Simulation of Linear Regression algorithm using P5.JS

• Host: GitHub
• URL: https://github.com/kaustubholpadkar/linear_regression_simulation
• Owner: kaustubholpadkar
• License: gpl-3.0
• Created: 2018-01-06T13:44:39.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-06-02T14:13:31.000Z (about 7 years ago)
• Last Synced: 2025-02-09T12:32:05.342Z (5 months ago)
• Topics: gradient-descent-algorithm, javascript, linear-regression, machinelearning, p5js
• Language: JavaScript
• Homepage:
• Size: 96.7 KB
• Stars: 0
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Linear_Regression_Simulation

## Overview

I have created the simulation of Linear Regression algorithm using P5.JS graphics library.







User can insert the data-points on canvas at runtime and accordingly the bestfit line would change its parameters.







Gradient Descent algorithm is implemented to minimize the cost function associated with Linear Regression.







**sketch.js** contains the core logic for the simulation.