https://github.com/aunyks/lineate
A small Backbone app for finding the best linear regression model for a set of data points.
https://github.com/aunyks/lineate
Last synced: 2 months ago
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A small Backbone app for finding the best linear regression model for a set of data points.
- Host: GitHub
- URL: https://github.com/aunyks/lineate
- Owner: aunyks
- License: gpl-3.0
- Created: 2016-09-14T15:26:07.000Z (over 8 years ago)
- Default Branch: gh-pages
- Last Pushed: 2016-11-19T06:19:01.000Z (over 8 years ago)
- Last Synced: 2025-03-18T15:52:01.650Z (2 months ago)
- Language: JavaScript
- Homepage: https://misc.aunyks.com/lineate
- Size: 225 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Lineate
A small website for finding the best mathematical model for certain data points.
## What does it do?
It finds the line of best fit.
Oh, you want the technicals? Well, as the user adds more points, Lineate plots the best linear regression functions of first, second, and third degree that fit the data points.
## Why Lineate?
Finding the best models for data sets can be a grueling and time-heavy process. Unless you're a data scientist or math person, you don't see the fun in finding a regression model. Lineate makes your life easier by automating the whole process and telling you how good the proposed models actually come out to be.
## What's coming soon?
In the future, we'll add a number of features such as: displaying the R^2 value of each model, plotting non-linear regression models, and supporting smaller screen sizes.
## How can I help?
I don't know too much about data science, and this project is here to help me learn about it. So, if you want to make corrections to the code or tell me about an error in my math, please submit a pull request or email me.