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Differentiable Programming from Scratch
3 projects | news.ycombinator.com | 1 Aug 2022

The estimate for the derivative is 0 here, which is wrong. The finite differencing cannot be improved using stencil theory. Dual numbers win.
[1] - https://github.com/ujjwalkhandelwal/Dual-numbers-and-automat...