Re:Differentiable Programming Mega-Proposal
by AbrahamParangi on Friday September 06, 2019 @08:50AM
(#20895135)
I would counter that differentiable programming should perhaps rise to the level of baseline functionality that most languages should offer.
I think the applications for automatic differentiation and gradient optimization well exceed what we think of as ML and data science today.
It just seems so narrow and not at the same level of abstraction that languages typically sit at. I could see the language supporting higher level functionality so a library could do this without a bunch of extra work (such as by some reflection).