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Going NUTS with WebAssembly

What about running a NUTS sampler like pymc-devs/nut-rs in the browser?

See https://ssoudan.github.io/web-nuts-rs/ for a live demo of a Bayesian regression of daily maximum temperature from NOAA Global Historical Climatology Network - Daily (GHCN-D) data all in the browser.

Development

Use the devcontainer to get a ready to use environment.

npm i && npm run serve

Open http://localhost:8080/ to see the app.

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run a NUTS sampler in your browser

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  • Rust 62.6%
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