Skip to content

In this repository you will find a JS Implementation for a multiple linear regression, which I wrote for my master Thesis.

Notifications You must be signed in to change notification settings

theOneJMK/multipleLinearRegression

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

multipleLinearRegression

This repository includes a JS library to compute a multiple linear Regression from a given dataset. The code will be made public as a node.js module.

The main concern in this project is the performance of the library. Compared to the python library 'stats-models' this library consumes about 10 times more memory an is about 25 times slower. I would appreciate any help from an experienced js-developer.

The results of this library are tested against pythons 'stats-models' in order to ensure valid results.

An usage example is shown in the file 'js/mylr.js' or in the 'test/integrationTest.js' file.

About

In this repository you will find a JS Implementation for a multiple linear regression, which I wrote for my master Thesis.

Resources

Stars

Watchers

Forks

Packages

No packages published