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Not really a feedback, but I wrote something very similar a bit more than two years ago: http://eskatrem.github.io/Newton-Raphson.html

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That is a much more comprehensive treatment! For anyone that is curious on how you could inspect a program in python, I think that is a great article to compare the two. (Indeed, I didn't know the syntactic tree api.)

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