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.