https://github.com/quantumkithub/matrixalgebrakit.jl
Conscious alternative to LinearAlgebra.jl
https://github.com/quantumkithub/matrixalgebrakit.jl
Last synced: 10 days ago
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Conscious alternative to LinearAlgebra.jl
- Host: GitHub
- URL: https://github.com/quantumkithub/matrixalgebrakit.jl
- Owner: QuantumKitHub
- License: mit
- Created: 2024-11-08T22:10:03.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2026-05-28T10:05:40.000Z (16 days ago)
- Last Synced: 2026-05-28T10:17:52.476Z (16 days ago)
- Language: Julia
- Size: 2.82 MB
- Stars: 32
- Watchers: 4
- Forks: 6
- Open Issues: 20
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# MatrixAlgebraKit
A Julia interface for matrix algebra, with a focus on performance, flexibility and extensibility.
| **Documentation** | **Build Status** | **Coverage** | **Quality assurance** |
|:-----------------:|:----------------:|:------------:|:---------------------:|
| [![][docs-stable-img]][docs-stable-url] [![][docs-dev-img]][docs-dev-url] | [![CI][ci-img]][ci-url] | [![Codecov][codecov-img]][codecov-url] | [![Aqua QA][aqua-img]][aqua-url] [![JET QA][jet-img]][jet-url] |
[docs-stable-img]: https://img.shields.io/badge/docs-stable-blue.svg
[docs-stable-url]: https://QuantumKitHub.github.io/MatrixAlgebraKit.jl/stable
[docs-dev-img]: https://img.shields.io/badge/docs-dev-blue.svg
[docs-dev-url]: https://QuantumKitHub.github.io/MatrixAlgebraKit.jl/dev
[ci-img]: https://github.com/QuantumKitHub/MatrixAlgebraKit.jl/actions/workflows/Tests.yml/badge.svg
[ci-url]: https://github.com/QuantumKitHub/MatrixAlgebraKit.jl/actions/workflows/Tests.yml
[codecov-img]: https://codecov.io/gh/QuantumKitHub/MatrixAlgebraKit.jl/branch/main/graph/badge.svg
[codecov-url]: https://codecov.io/gh/QuantumKitHub/MatrixAlgebraKit.jl
[aqua-img]: https://raw.githubusercontent.com/JuliaTesting/Aqua.jl/master/badge.svg
[aqua-url]: https://github.com/JuliaTesting/Aqua.jl
[jet-img]: https://img.shields.io/badge/%F0%9F%9B%A9%EF%B8%8F_tested_with-JET.jl-233f9a
[jet-url]: https://github.com/aviatesk/JET.jl
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.
## Contributors
MatrixAlgebraKit.jl is developed and maintained by the [QuantumKitHub](https://github.com/QuantumKitHub) community.
We gratefully acknowledge the contributions of:
- **[Jutho Haegeman](https://github.com/Jutho)**
- **[Lukas Devos](https://github.com/lkdvos)**
- **[Katharine Hyatt](https://github.com/kshyatt)**
As well as the variety of other contributors who have submitted issues, provided feedback, and helped improve this package.
For a complete list of contributors, see the [GitHub contributors page](https://github.com/QuantumKitHub/MatrixAlgebraKit.jl/graphs/contributors).