JSMLT in action (with VisualML). Live demo on visualml.io.

JSMLT: VisualML

A React application for visualization of popular supervised learning algorithms using JSMLT. You can choose the machine learning algorithm you want to run, add data points to a 2-dimensional space, and run your chosen machine learning algorithm in an interactive, web-based environment.

VisualML.io

If you want to try VisualML in your browser right away, without installing anything, go to visualml.io: it's up and running, ready to be used!

Installation

The VisualML environment is an NPM package which can be run locally using webpack-dev-server. The steps below outline the process, and will get VisualML up and running within a minute!

Step 1. Go to a newly created directory and clone VisualML from GitHub:

$ git clone [email protected]:jsmlt/visualml.git

Step 2. Move to the new directory visualml and install the package.

$ cd visualml
$ npm install

Step 3. Build the module using npm.

$ npm build

VisualML is now set up. You can proceed with step 5 to easily access it from a browser.

Step 4 (optional). VisualML includes webpack-dev-server, which allows you to easily access it from your web browser. To do so, run

$ npm run-script dev-server

VisualML is now accessible from http://localhost:8080/.