DiffOpt
DiffOpt: Parallel optimization of Jax models - Published in JOSS (2024)
Science Score: 98.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 4 DOI reference(s) in README and JOSS metadata -
✓Academic publication links
Links to: joss.theoj.org -
○Committers with academic emails
-
○Institutional organization owner
-
✓JOSS paper metadata
Published in Journal of Open Source Software
Last synced: 6 months ago
·
JSON representation
·
Repository
Collection of packages aiding in parallelization and optimization of differentiable and many-parameter models
Basic Info
Statistics
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 7
Created over 1 year ago
· Last pushed 6 months ago
Metadata Files
Readme
Contributing
License
Citation
README.md
diffopt
Parallelization and optimization of differentiable and many-parameter models
Author
- Alan Pearl
Documentation
Online documentation is available at diffopt.readthedocs.io.
Owner
- Name: Alan Pearl
- Login: AlanPearl
- Kind: user
- Company: University of Pittsburgh
- Website: alanpearl.github.io
- Repositories: 4
- Profile: https://github.com/AlanPearl
JOSS Publication
DiffOpt: Parallel optimization of Jax models
Published
December 20, 2024
Volume 9, Issue 104, Page 7522
Authors
Alan N. Pearl
HEP Division, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
HEP Division, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
Gillian D. Beltz-Mohrmann
HEP Division, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
HEP Division, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
Andrew P. Hearin
HEP Division, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
HEP Division, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
Editor
Mehmet Hakan Satman
Tags
Jax MPICitation (CITATION.cff)
cff-version: "1.2.0"
authors:
- family-names: Pearl
given-names: Alan N.
orcid: "https://orcid.org/0000-0001-9820-9619"
- family-names: Beltz-Mohrmann
given-names: Gillian D.
orcid: "https://orcid.org/0000-0002-4392-8920"
- family-names: Hearin
given-names: Andrew P.
orcid: "https://orcid.org/0000-0003-2219-6852"
doi: 10.5281/zenodo.14291795
message: If you use this software, please cite our article in the
Journal of Open Source Software.
preferred-citation:
authors:
- family-names: Pearl
given-names: Alan N.
orcid: "https://orcid.org/0000-0001-9820-9619"
- family-names: Beltz-Mohrmann
given-names: Gillian D.
orcid: "https://orcid.org/0000-0002-4392-8920"
- family-names: Hearin
given-names: Andrew P.
orcid: "https://orcid.org/0000-0003-2219-6852"
date-published: 2024-12-20
doi: 10.21105/joss.07522
issn: 2475-9066
issue: 104
journal: Journal of Open Source Software
publisher:
name: Open Journals
start: 7522
title: "DiffOpt: Parallel optimization of Jax models"
type: article
url: "https://joss.theoj.org/papers/10.21105/joss.07522"
volume: 9
title: "DiffOpt: Parallel optimization of Jax models"
GitHub Events
Total
- Create event: 8
- Issues event: 5
- Release event: 6
- Watch event: 3
- Delete event: 2
- Issue comment event: 8
- Push event: 36
- Pull request event: 7
- Fork event: 1
Last Year
- Create event: 8
- Issues event: 5
- Release event: 6
- Watch event: 3
- Delete event: 2
- Issue comment event: 8
- Push event: 36
- Pull request event: 7
- Fork event: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 3
- Total pull requests: 4
- Average time to close issues: 4 days
- Average time to close pull requests: about 14 hours
- Total issue authors: 1
- Total pull request authors: 2
- Average comments per issue: 3.0
- Average comments per pull request: 0.25
- Merged pull requests: 4
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 3
- Pull requests: 4
- Average time to close issues: 4 days
- Average time to close pull requests: about 14 hours
- Issue authors: 1
- Pull request authors: 2
- Average comments per issue: 3.0
- Average comments per pull request: 0.25
- Merged pull requests: 4
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- landreman (3)
Pull Request Authors
- AlanPearl (5)
- jbytecode (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- pypi 61 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 7
- Total maintainers: 1
pypi.org: diffopt
Parallelization and optimization of Jax models
- Documentation: https://diffopt.readthedocs.io/
- License: MIT License Copyright (c) 2024 Alan Pearl Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
Latest release: 1.5.0
published 8 months ago
Rankings
Dependent packages count: 10.2%
Average: 33.9%
Dependent repos count: 57.6%
Maintainers (1)
Last synced:
6 months ago