Encoding Statistical Independence, Statically · jtobin.ca
(This article is also published at Medium ) Applicative functors are useful for encoding context-free effects. This typically gets put to work around things like parsing or validation , but if you have a statistical bent then an applicative structure will be familiar to you as an encoder of independence . In this article I’ll give a whirlwind tour of probability monads and algebraic freeness, and
Automasymbolic Differentiation - jtobin.ca
Automatic differentiation is one of those things that’s famous for not being as famous as it should be (uh..). It’s useful, it’s convenient, and yet fewer know about it than one would think. This article (by one of the guys working on Venture) is the single best introduction you’ll probably find to AD, anywhere. It gives a wonderful introduction to the basics, the subtleties, and the gotchas of th
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Yo Dawg We Heard You Like Derivatives · jtobin.ca
