ChainRules.jl

forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs (by JuliaDiff)
Add to my DEV experience Julia automatic-differentiation forward-mode reverse-mode mixed-mode HacktoberFest
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  • Automatic Differentiation Does Incur Truncation Errors (Kinda)
    1 project | news.ycombinator.com | 8 Feb 2021
    The Julia ecosystem provides has a library that includes the differentiation rules hinted at at the end.

    https://github.com/JuliaDiff/ChainRules.jl is used by (almost all) automatic differentiation engines and provides an extensive list of such rules.

    If the example used sin|cos the auto diff implementations in Julia would have called native cos|-sin and not encurred such a "truncation error". However the post illustrates the idea in a good way.

    Good post oxinabox

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JuliaDiff/ChainRules.jl is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of ChainRules.jl is Julia.

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