PolyesterForwardDiff
Science Score: 77.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: biorxiv.org -
✓Committers with academic emails
1 of 8 committers (12.5%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.1%) to scientific vocabulary
Keywords from Contributors
Repository
Basic Info
- Host: GitHub
- Owner: JuliaDiff
- License: mit
- Language: Julia
- Default Branch: main
- Size: 65.4 KB
Statistics
- Stars: 34
- Watchers: 3
- Forks: 5
- Open Issues: 2
- Releases: 4
Metadata Files
README.md
PolyesterForwardDiff
PolyesterForwardDiff.jl is a parallelized ForwardDiff.jl. That's it. It's super fast. See this paper for some benchmark results.
Example calls
It's pretty much the same as ForwardDiff.jl except it is threaded. The API is the same for gradients and Jacobians.
julia
PolyesterForwardDiff.threaded_gradient!(f, dx, x, ForwardDiff.Chunk(8));
PolyesterForwardDiff.threaded_jacobian!(g, dx, x, ForwardDiff.Chunk(8));
PolyesterForwardDiff.threaded_jacobian!(g!, y, dx, x, ForwardDiff.Chunk(8));
PolyesterForwardDiff.threaded_gradient!(f, dx, x, ForwardDiff.Chunk(8),Val{true}()); #To enable tag checking
Citing
If you use this package, please cite:
bib
@article{mester2022differential,
title={Differential methods for assessing sensitivity in biological models},
author={Mester, Rachel and Landeros, Alfonso and Rackauckas, Chris and Lange, Kenneth},
journal={PLoS computational biology},
volume={18},
number={6},
pages={e1009598},
year={2022},
publisher={Public Library of Science San Francisco, CA USA}
}
Owner
- Name: JuliaDiff
- Login: JuliaDiff
- Kind: organization
- Website: https://www.juliadiff.org/
- Repositories: 24
- Profile: https://github.com/JuliaDiff
Differentiation Tools in Julia
Citation (CITATION.bib)
@article{mester2022differential,
title={Differential methods for assessing sensitivity in biological models},
author={Mester, Rachel and Landeros, Alfonso and Rackauckas, Chris and Lange, Kenneth},
journal={PLoS computational biology},
volume={18},
number={6},
pages={e1009598},
year={2022},
publisher={Public Library of Science San Francisco, CA USA}
}
GitHub Events
Total
- Release event: 1
- Watch event: 4
- Delete event: 1
- Issue comment event: 3
- Push event: 1
- Pull request event: 3
- Create event: 4
Last Year
- Release event: 1
- Watch event: 4
- Delete event: 1
- Issue comment event: 3
- Push event: 1
- Pull request event: 3
- Create event: 4
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Christopher Rackauckas | a****s@c****m | 13 |
| dependabot[bot] | 4****] | 8 |
| Andrés Riedemann | 3****0 | 8 |
| CompatHelper Julia | c****y@j****g | 3 |
| Avik Pal | a****l@m****u | 2 |
| Oscar Smith | o****h@g****m | 1 |
| Lazaro Alonso | l****n@g****m | 1 |
| Hendrik Ranocha | m****l@r****e | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 6
- Total pull requests: 21
- Average time to close issues: 15 days
- Average time to close pull requests: 7 days
- Total issue authors: 5
- Total pull request authors: 8
- Average comments per issue: 2.83
- Average comments per pull request: 0.57
- Merged pull requests: 19
- Bot issues: 0
- Bot pull requests: 12
Past Year
- Issues: 0
- Pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: about 3 hours
- Issue authors: 0
- Pull request authors: 2
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 2
Top Authors
Issue Authors
- gdalle (2)
- ChrisRackauckas (1)
- avik-pal (1)
- longemen3000 (1)
- dependabot[bot] (1)
- JuliaTagBot (1)
Pull Request Authors
- dependabot[bot] (13)
- longemen3000 (6)
- github-actions[bot] (3)
- ChrisRackauckas (2)
- lazarusA (1)
- avik-pal (1)
- ranocha (1)
- oscardssmith (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- julia 18 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 4
juliahub.com: PolyesterForwardDiff
- Documentation: https://docs.juliahub.com/General/PolyesterForwardDiff/stable/
- License: MIT
-
Latest release: 0.1.3
published about 1 year ago