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That's part of why Julia is so exciting! Building it specifically to be a differentiable programming language opens so many doors ...



Julia wasn’t really built specifically to be differentiable, it was just built in a way that you have access to the IR, which is what zygote does. Enzyme AD is the most exciting to me because any LLVM language can be differentiable


Ah I see, thank you for clarifying. And thank you for bringing Enzyme to my attention - I've never seen it before!


Enzyme.jl works quite well (but the possibility of using it across languages is appealing).




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