~/talk

Math In JavaScript Can Be Awesome

Talkat Node+JS Interactive 2018 · on Wednesday, 2018-10-10· at 15:40· West Ballroom A· [machine-learning, javascript]
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slides:none on file

TensorFlow.js core tensors run hardware accelerated in browser and Node including TFJS‑Node with native bindings and enable linear algebra workflows like Gram‑Schmidt and a custom two‑phase simplex implementation that converts a matrix problem into block matrices and solves it in the browser and server side showing orthonormal basis results. TensorFlow.js core tensors and BigInt Miller‑Rabin let code test 110‑digit and 2,530‑digit candidates with Miller‑Rabin probabilistic primality checks, and MathJax/KaTeX produces publication quality typeset math in the web UI.

AI-written summary · about

  1. 0:00Start
  2. 0:16Background
  3. 0:42Deep Learning
  4. 3:36Tensorflow J'S
  5. 5:44Qr Decomposition
  6. 6:33Minimization Problem
  7. 7:46Use Existing Algorithm
  8. 9:06Simplex Method Implementation
  9. 12:12Orthonormal Basis
  10. 15:57Miller Raven Formality Test
  11. 20:02Typesetting
  12. 21:01Riemann Zeta-Function
  13. 22:11Summary
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