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https://github.com/lettier/interactive-simple-linear-regression

A PureScript, browser-based implementation of simple linear regression.
https://github.com/lettier/interactive-simple-linear-regression

ai artificial-intelligence data-science frontend functional functional-programming gradient-descent halogen linear-regression machine-learning machine-learning-algorithms nueral-networks press-statistic purescript purescript-halogen regression statistics web-development

Last synced: 22 days ago
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A PureScript, browser-based implementation of simple linear regression.

Host: GitHub
URL: https://github.com/lettier/interactive-simple-linear-regression
Owner: lettier
License: apache-2.0
Created: 2017-01-16T02:37:24.000Z (almost 8 years ago)
Default Branch: master
Last Pushed: 2022-12-06T15:08:17.000Z (about 2 years ago)
Last Synced: 2024-10-30T06:07:54.219Z (2 months ago)
Topics: ai, artificial-intelligence, data-science, frontend, functional, functional-programming, gradient-descent, halogen, linear-regression, machine-learning, machine-learning-algorithms, nueral-networks, press-statistic, purescript, purescript-halogen, regression, statistics, web-development
Language: PureScript
Homepage: https://lettier.com/linear-regression/
Size: 3.2 MB
Stars: 18
Watchers: 3
Forks: 5
Open Issues: 15
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

![Interactive Simple Linear Regression](screenshot.gif)

# Interactive Simple Linear Regression

Input 2D data points and fit a simple linear regression model using gradient descent.
Built with [PureScript](http://www.purescript.org/).
Playable at [lettier.com/simple-linear-regression/](http://www.lettier.com/simple-linear-regression/).

## Documentation

For a full write up, visit
[Let's make a Linear Regression Calculator with PureScript](https://lettier.github.io/posts/2017-01-15-linear-regression-and-the-amazing-beard.html).

## Get Started

```bash
git clone [email protected]:lettier/interactive-simple-linear-regression.git
cd interactive-simple-linear-regression
# Install nvm, npm, and yarn.
nvm use
yarn run installPackages
yarn run buildDist
xdg-open dist/index.html
```