~/talk

JavaScript and mathematical computing across servers and clients

Talkat JSFoo 2014 · 2014-09-19..09-20· [javascript, machine-learning]
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Claim: JavaScript can run real scientific work across clients, servers and embedded devices, but the specifics matter. Libraries demonstrated include numbers.js and brain.js; compilation via mcrip 10 (emscripten) lets C/C++ numeric code run on Node (compiled linear‑algebra library runs on Node and crashes large browsers but oddly works in Safari). A drone cat classifier is built and tested and fails due to poor training data. Major caveat: 64‑bit numeric limits require native fallbacks or RPC tricks (Duo/Che). NaCl and d3.js are used for in‑browser models and visualization.

AI-written summary · about

  1. 0:00Scientific computing with Javascript
  2. 3:48Javascript: The PhoneGap for scientific computing
  3. 9:44Demo: Some sample libraries and their applications.
  4. 11:54Demo: Emscripten
  5. 12:19Forging ahead with Emscripten
  6. 14:15Questions Accost me.
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