Models as Code (Differentiable Programming)

[Philip Thrift]

Models as Code: Differentiable Programming with Zygote (Julia programming language)

video: https://www.youtube.com/watch?v=Sv3d0k7wWHk

slides: https://www.microsoft.com/en-us/research/uploads/prod/2019/06/Models-as-Code-Differentiable-Programming-with-Zygote-slides.pdf

Zygote:

https://fluxml.ai/Zygote.jl/latest/

https://wookay.github.io/docs/Owl.jl/Zygote/

"Zygote extends the Julia language to support differentiable programming."

arXiv: https://arxiv.org/abs/1907.07587

@philipthrift