denizyuret/AutoGrad.jl
View on GitHub ↗ ★ 170 Julia
Julia port of the Python autograd package.
3 mentions on Hacker News by 3 people: 0 stories, 3 comments · first 2017-02-21 · latest 2020-04-08
20082026
-
…) - [ReverseDiff]( https://github.com/JuliaDiff/ReverseDiff.jl ) - [AutoGrad.jl]( https://github.com/denizyuret/AutoGrad.jl ) - [NiLang]( https://github.com/GiggleLiu/NiLang.jl ) (arguably not reverse mode) Symbolic: - [ModelingToolKit]( ht
comment by oxinabox · 2020-04-08 · in Jax – Composable transformations of Python and NumPy programs -
…sexpr. [1] https://github.com/JuliaDiff/ForwardDiff.jl [2] https://github.com/dfdx/Yota.jl [3] https://github.com/denizyuret/AutoGrad.jl (from the Knet framework) [4] https://fluxml.ai/Flux.jl/stable/internals/tracker/ (from the Flux…
comment by ddragon · 2019-07-20 · in A Differentiable Programming System to Bridge ML and Scientific Computing -
…but AD is a family of methods including dual numbers. The blog post you link to says they're using https://github.com/denizyuret/AutoGrad.jl which uses reverse-mode differentiation not Dual numbers. That means they're performing the same…
comment by imurray · 2017-02-21 · in Dual Numbers and Automatic Differentiation (2014)