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Thanks for sharing that information about Differential Programming, I was not aware of its existence. I'm curious if this approach will help solve some problems I am investigating.

Do you have any suggestions for papers or libraries that implement Differential Programming?

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Hope it helps you solve some very hard problems :)

The Zygote package for Julia (part of the Flux ML framework) is the state of the art, see:

https://news.ycombinator.com/item?id=20477873

(This talk was given at JuliaCon last week.)

If you need any guidance or help getting started, you may want to join the Julia Slack: https://slackinvite.julialang.org/. There's a very active and helpful #machine-learning channel on there.

Thanks, I will have a look at it.

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