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rainij / polynomial-regression-js

Multivariate polynomial regression for javascript/typescript

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Use WebAssembly for Training and Inference

rainij opened this issue · comments

commented

Currently everything is done in JavaScript. It might be good for performance if training and possibly inference too would be re-implemented in WASM.

Things to consider:

  • Do some Bench-marking to not accidentally get slower.
  • WASM implies that consumers of this library have to do something (e.g. adjust config of bundler). Give an example of how to use this Library with webpack.
  • Implementation of the training and inference algorithms could probably be done in C or C++ and then translated to WASM by emscripten. The code for the algorithms shouldn't contain many lines or be complicated. So the code can be kept within this repository.