AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system. The ChainRulesCore package provides a light-weight dependency for defining sensitivities for functions in your packages, without you needing to depend on ChainRules itself. This will allow your package to be used with ChainRules.jl, which aims to provide a variety of common utilities that can be used by downstream automatic differentiation (AD) tools to define and execute forward-, reverse-, and mixed-mode primitives.

Features

  • The ChainRulesCore package provides a light-weight dependency for defining sensitivities for functions
  • This will allow your package to be used with ChainRules.jl
  • Variety of common utilities that can be used by downstream automatic differentiation (AD) tools to define and execute forward
  • Reverse-, and mixed-mode primitives.
  • Documentation available

Project Samples

ChainRulesCore Screenshot 1

Project Activity

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Categories

Data Visualization

License

MIT License

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Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-11-17
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