Show HN: Advect – autodiff for NumPy and Array API programs

By yaugenst-flex · 2026-08-11 · 2 points · 0 comments

https://yaugenst.github.io/advect/0.1.0/playground/

I built Advect, an automatic differentiation library for scientific Python. It provides broad NumPy API coverage, follows the Python Array API standard, and works with ordinary Python functions. In addition to dynamic differentiation, Advect can stage a function into a reusable…

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