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lukas-weber/MatrixAlgebraKit.jl: Conscious alternative to LinearAlgebra.jl · GitHub

 
 

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MatrixAlgebraKit

A Julia interface for matrix algebra, with a focus on performance, flexibility and extensibility.

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This package provides an alternative interface to some of the matrix algebra functionality provided by the LinearAlgebra standard library.

The main goals of this package are:

  • Definition of a common interface that is sufficiently expressive to allow easy adoption and extension.
  • Ability to pass pre-allocated output arrays where the result of a computation is stored.
  • Ability to easily switch between different backends and algorithms for the same operation.
  • First class availability of pullback rules that can be used in combination with different AD ecosystems.

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Conscious alternative to LinearAlgebra.jl

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