https://github.com/robertaboukhalil/tsne-sandbox

Interactive, WebAssembly-powered tSNE playground
https://github.com/robertaboukhalil/tsne-sandbox

clustering tsne webassembly

Last synced: about 1 year ago
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Interactive, WebAssembly-powered tSNE playground

• Host: GitHub
• URL: https://github.com/robertaboukhalil/tsne-sandbox
• Owner: robertaboukhalil
• License: mit
• Created: 2020-06-06T03:28:14.000Z (about 6 years ago)
• Default Branch: main
• Last Pushed: 2024-08-30T21:14:34.000Z (almost 2 years ago)
• Last Synced: 2025-03-30T12:11:33.515Z (over 1 year ago)
• Topics: clustering, tsne, webassembly
• Language: Svelte
• Homepage:
• Size: 1.88 MB
• Stars: 7
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# tSNE Sandbox

Interactive, WebAssembly-powered tSNE playground

![Screenshot](https://tsne.sandbox.bio/assets/img/screenshot.gif)

## How to use tSNE Sandbox?

You can use the hosted version at [tsne.sandbox.bio](https://tsne.sandbox.bio).

Or, to run it locally:

```bash

npm install

npm run build

```

and open the `public/index.html` file in your browser.

## How it works

- To perform the tSNE calculations, this app runs the C tool [bhtsne](https://github.com/lh3/bhtsne) directly in the browser using WebAssembly. For details about the compilation from C to WebAssembly, see the [biowasm](https://github.com/biowasm/biowasm) project.

- tSNE sandbox uses the [aioli](https://github.com/biowasm/aioli) library to run the WebAssembly module in a WebWorker, and passes results back to the main thread after each tSNE iteration.