~/talk

Scientific Swift

Talkat dotSwift 2019 · on Monday, 2019-01-28· [swift, machine-learning]
slides:none on file

Argues Swift can produce readable scientific code while calling high‑performance libraries and shows working examples: using Unicode operators and custom prefix and infix operators to implement a quadratic solver whose Number enum yields real or complex roots, building operator algebra for partial derivatives and gradients with type aliases, and calling C/Accelerate, simd and Metal with matching memory layout. Demonstrates prototype GPU kernels, notes ampersand mutating semantics, and reports up to an order‑of‑magnitude speedup (≈10×) on small arrays.

AI-written summary · about

  1. 0:00Scientific computing in Swift
  2. 1:54Unicode for readable math
  3. 4:46Structuring scientific data
  4. 8:07Building custom operators
  5. 10:59Functional programming
  6. 13:51High-performance integration
  7. 17:32The future of Swift in science
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