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MicroGrad.jl: Part 2 Automation with expressions

the_origami_fox · published 3 August 2024

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https://github.com/FluxML/IRTools.jl/blob/master/examples/reverse.jl
github.com
https://docs.julialang.org/en/v1/manual/metaprogramming/
docs.julialang.org
https://fluxml.ai/Zygote.jl/stable/
fluxml.ai
https://arxiv.org/abs/1810.07951
arxiv.org
https://github.com/FluxML/ZygoteRules.jl/blob/f9bf0e367fa259c5aa68f0e14ccbf2125d734bd6/src/adjoint.jl
github.com
https://github.com/JuliaLang/julia/issues/49715
github.com
https://docs.julialang.org/en/v1/manual/methods/
docs.julialang.org
https://github.com/FluxML/Zygote.jl/blob/3c3325d9987931f15bd478c932332be19c316de4/src/compiler/interface2.jl
github.com
https://github.com/FluxML/IRTools.jl/blob/master/src/reflection/reflection.jl
github.com
https://docs.julialang.org/en/v1/devdocs/eval/
docs.julialang.org
https://docs.julialang.org/en/v1/devdocs/ast/
docs.julialang.org
https://github.com/FluxML/Zygote.jl/blob/3c3325d9987931f15bd478c932332be19c316de4/src/compiler/emit.jl
github.com
https://github.com/FluxML/Zygote.jl/blob/3c3325d9987931f15bd478c932332be19c316de4/src/compiler/reverse.jl
github.com
https://fluxml.ai/Zygote.jl/stable/internals/
fluxml.ai
https://github.com/FluxML/IRTools.jl/blob/dd1f2c212258001ea565df696841929ad0fcb614/src/ir/utils.jl
github.com
https://github.com/FluxML/Zygote.jl/blob/3c3325d9987931f15bd478c932332be19c316de4/src/lib/lib.jl
github.com
https://github.com/FluxML/Zygote.jl/blob/master/src/compiler/chainrules.jl
github.com