PyAMG

PyAMG: Algebraic Multigrid Solvers in Python - Published in JOSS (2023)

https://github.com/pyamg/pyamg

Science Score: 100.0%

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 1 DOI reference(s) in JOSS metadata
○
Academic publication links
✓
Committers with academic emails
10 of 34 committers (29.4%) from academic institutions
○
Institutional organization owner
✓
JOSS paper metadata
Published in Journal of Open Source Software

Keywords

amg conda krylov multigrid pyamg python solver sparse-matrix

Keywords from Contributors

pde

Last synced: 4 months ago · JSON representation ·

Repository

Algebraic Multigrid Solvers in Python

Basic Info

Host: GitHub
Owner: pyamg
License: mit
Language: Python
Default Branch: main
Homepage: https://pyamg.readthedocs.io/en/latest/
Size: 11.4 MB

Statistics

Stars: 617
Watchers: 18
Forks: 119
Open Issues: 36
Releases: 30

Topics

amg conda krylov multigrid pyamg python solver sparse-matrix

Created over 12 years ago · Last pushed 4 months ago

Metadata Files

Readme Changelog Contributing License Citation

Release Steps: - suppose the current tag is 4.2.2 and the next is 4.2.3 - with no staged commits and a clean status... - meld a summary of git log $(git tag --sort version:refname | tail -n 1)..HEAD --oneline (all commits since last tag) with whatever hash with [4.2.3] in changelog - commit, push - make a virtual environment and activate - check that pip install . and python -c "import pyamg; pyamg.test()" pass (outside source directory) - remove untracked files git clean -xdf - the following can be done with a pre-release, v4.2.3-alpha.6, for testing. It will not become the default on pypi and gh release create can be marked with --prerelease (below) - commit, push - git tag -a v4.2.3 -m "version 4.2.3" - git push - git push --tags - then release the version on Github: gh release create v4.2.3 --notes "see changelog.md" - This will trigger the GHA .github/workflows/wheels.yml which builds wheels and a source distribution, and publishes to pypi

Testing notes: - do not use seeds such as 0, 1, 42, 100 - for each needed seed, generate a "random" int - python3 -c "import numpy as np; np.random.seed(); seeds = np.random.randint(0, 2**32 - 1, 5); print(seeds)"

Owner

Name: PyAMG
Login: pyamg
Kind: organization
Email: luke.olson@gmail.com

Repositories: 4
Profile: https://github.com/pyamg

JOSS Publication

PyAMG: Algebraic Multigrid Solvers in Python

Published

April 18, 2022

DOI

10.21105/joss.04142

Volume 7, Issue 72, Page 4142

Authors

Nathan Bell
Google, Mountain View, CA, USA

Luke N. Olson

Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL USA 61801

Jacob Schroder

Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM USA 87131

Editor

Jed Brown

Citation (CITATION.bib)

@article{pyamg2023,
  author    = {Nathan Bell and Luke N. Olson and Jacob Schroder and Ben Southworth},
  title     = {{PyAMG}: Algebraic Multigrid Solvers in Python},
  journal   = {Journal of Open Source Software}
  year      = {2023},
  publisher = {The Open Journal},
  volume    = {8},
  number    = {87},
  pages     = {5495},
  doi       = {10.21105/joss.05495},
  url       = {https://doi.org/10.21105/joss.05495},
}

GitHub Events

Total

Create event: 11
Release event: 1
Issues event: 28
Watch event: 46
Delete event: 12
Member event: 1
Issue comment event: 60
Push event: 61
Pull request review event: 25
Pull request review comment event: 21
Pull request event: 35
Fork event: 14

Last Year

Create event: 11
Release event: 1
Issues event: 28
Watch event: 46
Delete event: 12
Member event: 1
Issue comment event: 60
Push event: 61
Pull request review event: 25
Pull request review comment event: 21
Pull request event: 35
Fork event: 14

Committers

Last synced: 5 months ago

All Time

Total Commits: 2,270
Total Committers: 34
Avg Commits per committer: 66.765
Development Distribution Score (DDS): 0.294

Past Year

Commits: 104
Committers: 6
Avg Commits per committer: 17.333
Development Distribution Score (DDS): 0.231

Top Committers

Name	Email	Commits
Luke Olson	l**n@g**m	1,603
Nathan Bell	w**l@g**m	254
Jacob Schroder	j**r@g**m	191
bensworth	b**h@g**m	54
Jacob Schroder	j**r@u**u	38
Schroder	s**2@h**v	23
Ben Southworth	b**h@c**u	13
Isuru Fernando	i**f@g**m	13
Nico Schlömer	n**r@g**m	11
Loïc Estève	l**e@y**m	10
Dan Schult	d**t@c**u	9
Jacob Schroder	s**2@l**v	9
Southworth	s**2@M**v	8
Nicolas Nytko	n**o@g**m	4
Ben Southworth	s**h@p**v	4
Jacob Schroder	j**b@J**l	3
Martin Fergie	m**e@g**m	2
Scott MacLachlan	s**n@m**a	2
ekmolloy	e**y@u**u	2
Martin Fergie	m**e@s**m	2
Ben Southworth	b**n@B**l	2
Bitdeli Chef	c**f@b**m	1
Christian Zielinski	e**l@c**e	1
Daniel S. Katz	d**z@i**g	1
Steven Dalton	s**n@n**m	1
Guillaume Lemaitre	g**8@g**m	1
Jed Brown	j**d@j**g	1
Marek Wojciechowski	m****c	1
Matthew West	m**t@i**u	1
Matthias Mayr	m**r@u**e	1
and 4 more...

Committer Domains (Top 20 + Academic)

unibw.de: 1 illinois.edu: 1 jedbrown.org: 1 nvidia.com: 1 ieee.org: 1 czielinski.de: 1 bitdeli.com: 1 shortbite.com: 1 uchicago.edu: 1 mun.ca: 1 pn2407003.lanl.gov: 1 mandevilla.llnl.gov: 1 llnl.gov: 1 colgate.edu: 1 ymail.com: 1 colorado.edu: 1 halesgrove.llnl.gov: 1 unm.edu: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 76
Total pull requests: 109
Average time to close issues: 9 months
Average time to close pull requests: 7 months
Total issue authors: 33
Total pull request authors: 21
Average comments per issue: 2.7
Average comments per pull request: 1.37
Merged pull requests: 68
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 16
Pull requests: 25
Average time to close issues: 8 days
Average time to close pull requests: 21 days
Issue authors: 7
Pull request authors: 8
Average comments per issue: 1.13
Average comments per pull request: 1.56
Merged pull requests: 16
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

lukeolson (28)
bensworth (8)
learning-chip (2)
Sushmey (2)
mayrmt (2)
Sameeranjoshi (2)
jbschroder (2)
jakirkham (2)
aujxn (1)
436ahsan (1)
floatingCatty (1)
zhf-0 (1)
hrkz (1)
pescap (1)
zsm1-hub (1)

Pull Request Authors

lukeolson (64)
bensworth (15)
dschult (6)
nicknytko (5)
436ahsan (3)
schnellerhase (2)
jbschroder (2)
pescap (2)
lesteve (2)
TareqZaman (2)
Sushmey (2)
saadabdullah-15 (2)
sdalton1 (1)
jedbrown (1)
waynemitchell (1)

Top Labels

Issue Labels

enhancement (10) fix (5) bug (4) question (1)

Pull Request Labels

enhancement (3) bug (1) fix (1)

Packages

Total packages: 5
Total downloads:
- pypi 81,694 last-month
Total docker downloads: 426

Total dependent packages: 34
(may contain duplicates)
Total dependent repositories: 176
(may contain duplicates)
Total versions: 82
Total maintainers: 2

pypi.org: pyamg

PyAMG: Algebraic Multigrid Solvers in Python

Homepage: https://github.com/pyamg/pyamg
Documentation: https://pyamg.readthedocs.io/
License: MIT
Latest release: 5.3.0
published 4 months ago

Versions: 30
Dependent Packages: 24
Dependent Repositories: 166
Downloads: 81,694 Last month
Docker Downloads: 426

Rankings

Dependent packages count: 0.5%

Dependent repos count: 1.2%

Downloads: 1.5%

Average: 2.2%

Docker downloads count: 2.4%

Stargazers count: 2.8%

Forks count: 4.4%

Maintainers (1)

lukeolson

Last synced: 4 months ago

proxy.golang.org: github.com/pyamg/pyamg

Documentation: https://pkg.go.dev/github.com/pyamg/pyamg#section-documentation
License: mit
Latest release: v5.3.0+incompatible
published 4 months ago

Versions: 35
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 2.5%

Stargazers count: 2.7%

Average: 6.4%

Dependent packages count: 9.6%

Dependent repos count: 10.8%

Last synced: 4 months ago

spack.io: py-pyamg

PyAMG is a library of Algebraic Multigrid (AMG) solvers with a convenient Python interface.

Homepage: https://github.com/pyamg/pyamg
License: []
Latest release: 5.0.0
published over 2 years ago

Versions: 4
Dependent Packages: 2
Dependent Repositories: 0

Rankings

Dependent repos count: 0.0%

Average: 10.0%

Stargazers count: 10.4%

Forks count: 10.7%

Dependent packages count: 19.0%

Maintainers (1)

benc303

Last synced: 4 months ago

conda-forge.org: pyamg

Homepage: https://github.com/pyamg/pyamg
License: MIT
Latest release: 4.2.3
published over 3 years ago

Versions: 8
Dependent Packages: 7
Dependent Repositories: 5

Rankings

Dependent packages count: 8.0%

Average: 14.7%

Dependent repos count: 14.8%

Forks count: 18.0%

Stargazers count: 18.1%

Last synced: 4 months ago

anaconda.org: pyamg

PyAMG is a library of Algebraic Multigrid (AMG) solvers with a convenient Python interface.

Homepage: https://github.com/pyamg/pyamg
License: MIT
Latest release: 5.2.1
published 9 months ago

Versions: 5
Dependent Packages: 1
Dependent Repositories: 5

Rankings

Dependent packages count: 30.7%

Forks count: 30.8%

Stargazers count: 31.5%

Average: 34.0%

Dependent repos count: 43.2%

Last synced: 4 months ago

Dependencies

docs/requirements.txt pypi

m2r2 *
numpy *
numpydoc *
pybind11 *
pydata-sphinx-theme *
pytest *
scipy *
sphinx-automodapi *

requirements-dev.txt pypi

flake8-bugbear * development
flake8-docstrings * development
flake8-pytest-style * development
flake8-quotes * development
flake8-use-fstring * development
numpy * development
pep8-naming * development
pylint * development
pytest * development
scipy * development

requirements.txt pypi

numpy *
scipy *

PyAMG

Science Score: 100.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README-DEV.md

Owner

JOSS Publication

PyAMG: Algebraic Multigrid Solvers in Python

Authors

Editor

Tags

Citation (CITATION.bib)

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

pypi.org: pyamg

Rankings

Maintainers (1)

proxy.golang.org: github.com/pyamg/pyamg

Rankings

spack.io: py-pyamg

Rankings

Maintainers (1)

conda-forge.org: pyamg

Rankings

anaconda.org: pyamg

Rankings

Dependencies