https://github.com/reactivebayes/matrixcorrectiontools.jl

This package provides functionality to correct specific properties of a matrix using predefined strategies.
https://github.com/reactivebayes/matrixcorrectiontools.jl

rxinfer

Last synced: 3 months ago
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This package provides functionality to correct specific properties of a matrix using predefined strategies.

• Host: GitHub
• URL: https://github.com/reactivebayes/matrixcorrectiontools.jl
• Owner: ReactiveBayes
• License: mit
• Created: 2023-09-20T13:55:30.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2025-01-14T11:20:55.000Z (over 1 year ago)
• Last Synced: 2025-01-22T14:34:23.487Z (over 1 year ago)
• Topics: rxinfer
• Language: Julia
• Homepage: https://biaslab.github.io/MatrixCorrectionTools.jl/
• Size: 242 KB
• Stars: 0
• Watchers: 4
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# MatrixCorrectionTools

[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://reactivebayes.github.io/MatrixCorrectionTools.jl/stable/)

[![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://reactivebayes.github.io/MatrixCorrectionTools.jl/dev/)

[![Build Status](https://github.com/reactivebayes/MatrixCorrectionTools.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/reactivebayes/MatrixCorrectionTools.jl/actions/workflows/CI.yml?query=branch%3Amain)

[![Coverage](https://codecov.io/gh/reactivebayes/MatrixCorrectionTools.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/reactivebayes/MatrixCorrectionTools.jl)

[![PkgEval](https://JuliaCI.github.io/NanosoldierReports/pkgeval_badges/M/MatrixCorrectionTools.svg)](https://JuliaCI.github.io/NanosoldierReports/pkgeval_badges/M/MatrixCorrectionTools.html)

`MatrixCorrectionTools` is a lightweight package that offers a straightforward function called `correction!`. 

This function is designed to correct specific properties of a matrix using predefined strategies.

For instance, if a matrix contains zero diagonal entries, this package provides the means to replace (correct) 

them using either fixed predefined values or a more advanced algorithm based on SVD decomposition.

To learn more about the available correction strategies and see practical examples, please refer to the [documentation](https://reactivebayes.github.io/MatrixCorrectionTools.jl/stable/).

# License

[MIT License](LICENSE) Copyright (c) 2023-2024 BIASlab, 2024-present ReactiveBayes