krylovpreconditioners.jl
The ultimate collection of preconditioners
https://github.com/juliasmoothoptimizers/krylovpreconditioners.jl
Science Score: 44.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (12.5%) to scientific vocabulary
Repository
The ultimate collection of preconditioners
Basic Info
- Host: GitHub
- Owner: JuliaSmoothOptimizers
- License: other
- Language: Julia
- Default Branch: main
- Size: 1.41 MB
Statistics
- Stars: 18
- Watchers: 4
- Forks: 2
- Open Issues: 8
- Releases: 12
Metadata Files
README.md
KrylovPreconditioners.jl
| Documentation | CI | Coverage | Downloads |
|:-----------------:|:------:|:------------:|:-------------:|
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How to Cite
If you use KrylovPreconditioners.jl in your work, please cite it using the format provided in CITATION.cff.
How to Install
To get started with KrylovPreconditioners.jl, you can install it using Julia's package manager:
julia
julia> ]
pkg> add KrylovPreconditioners
To use the package alongside Krylov.jl, simply import both packages:
julia
using Krylov, KrylovPreconditioners
Content
To enhance the performance of Krylov.jl, especially on GPUs, we recommend KrylovPreconditioners.jl.
This package provides a variety of preconditioning strategies that significantly improve convergence rates for Krylov solvers, making them more efficient for large-scale problems.
It also contains operators that improve the efficiency of sparse matrix-dense vector products and sparse triangular solves on different GPUs, ensuring better performance on modern hardware.
KrylovPreconditioners.jl is the best sidekick of Krylov.jl. └(^o^ )Ｘ( ^o^)┘
Acknowledgement
This repository includes code originally from the repository IncompleteLU.jl, authored by Harmen Stoppels. The original code was adapted for use in this repository.
Owner
- Name: JuliaSmoothOptimizers
- Login: JuliaSmoothOptimizers
- Kind: organization
- Location: DOI: 10.5281/zenodo.2655082
- Website: https://juliasmoothoptimizers.github.io
- Repositories: 63
- Profile: https://github.com/JuliaSmoothOptimizers
Infrastructure and Solvers for Continuous Optimization in Julia
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
type: software
authors:
- given-names: Alexis
family-names: Montoison
orcid: "https://orcid.org/0000-0002-3403-5450"
affiliation: "GERAD and Department of Mathematics and Industrial Engineering, Polytechnique Montréal, QC, Canada."
- given-names: Michel
family-names: Schanen
title: "KrylovPreconditioners.jl : The ultimate collection of preconditioners "
date-released: '2024-03-01'
version: 0.2.2
license: MPL-2.0
repository-code: "https://github.com/JuliaSmoothOptimizers/KrylovPreconditioners.jl"
keywords:
- Krylov
- Julia
- preconditioners
GitHub Events
Total
- Create event: 13
- Commit comment event: 9
- Issues event: 11
- Release event: 5
- Watch event: 5
- Delete event: 8
- Issue comment event: 35
- Push event: 71
- Pull request review event: 2
- Pull request review comment event: 1
- Pull request event: 13
Last Year
- Create event: 13
- Commit comment event: 9
- Issues event: 11
- Release event: 5
- Watch event: 5
- Delete event: 8
- Issue comment event: 35
- Push event: 71
- Pull request review event: 2
- Pull request review comment event: 1
- Pull request event: 13
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 21
- Total pull requests: 56
- Average time to close issues: 2 months
- Average time to close pull requests: 2 days
- Total issue authors: 9
- Total pull request authors: 6
- Average comments per issue: 1.52
- Average comments per pull request: 0.3
- Merged pull requests: 52
- Bot issues: 0
- Bot pull requests: 12
Past Year
- Issues: 7
- Pull requests: 15
- Average time to close issues: 16 days
- Average time to close pull requests: about 6 hours
- Issue authors: 6
- Pull request authors: 4
- Average comments per issue: 1.43
- Average comments per pull request: 0.2
- Merged pull requests: 12
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- amontoison (11)
- albertomercurio (2)
- tmigot (1)
- mberto79 (1)
- loisbaker (1)
- michel2323 (1)
- dpo (1)
- JuliaTagBot (1)
- m-schwendt (1)
Pull Request Authors
- amontoison (38)
- github-actions[bot] (12)
- michel2323 (11)
- tmigot (4)
- Jay-sanjay (2)
- navidcy (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- julia 302 total
- Total dependent packages: 1
- Total dependent repositories: 0
- Total versions: 12
juliahub.com: KrylovPreconditioners
The ultimate collection of preconditioners
- Documentation: https://docs.juliahub.com/General/KrylovPreconditioners/stable/
- License: MPL-2.0
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Latest release: 0.3.6
published 12 months ago
Rankings
Dependencies
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- julia-actions/setup-julia latest composite
- julia-actions/setup-julia v1 composite
- actions/checkout v3 composite
- julia-actions/setup-julia latest composite
- actions/checkout v3 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-invalidations v1 composite
- julia-actions/setup-julia v1 composite
- JuliaRegistries/TagBot v1 composite
- actions/cache v3 composite
- actions/checkout v3 composite
- codecov/codecov-action v3 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-processcoverage v1 composite
- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite