scico

admm computational-imaging convex-optimization fista inverse-problems jax optimization plug-and-play-priors proximal-algorithms proximal-operators total-variation

Score: 13.659296417332005

Last synced: about 11 hours ago
JSON representation

Repository metadata:

Scientific Computational Imaging COde

Host: GitHub
URL: https://github.com/lanl/scico
Owner: lanl
License: bsd-3-clause
Created: 2021-09-21T11:50:47.000Z (about 5 years ago)
Default Branch: main
Last Pushed: 2026-09-22T00:15:26.000Z (8 days ago)
Last Synced: 2026-09-23T10:26:29.333Z (7 days ago)
Topics: admm, computational-imaging, convex-optimization, fista, inverse-problems, jax, optimization, plug-and-play-priors, proximal-algorithms, proximal-operators, total-variation
Language: Python
Homepage:
Size: 3.07 MB
Stars: 173
Watchers: 5
Forks: 24
Open Issues: 20
Metadata Files:
- Readme: README.md
- Changelog: CHANGES.rst
- License: LICENSE

Owner metadata:

Name: Los Alamos National Laboratory
Login: lanl
Email: github-register@lanl.gov
Kind: organization
Description:
Website: https://www.lanl.gov/
Location: Los Alamos, New Mexico, USA
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/585305?v=4
Repositories: 657
Last Synced at: 2026-09-24T18:48:15.046Z
Profile URL: https://github.com/lanl

GitHub Events

Total

Create event: 57
Delete event: 54
Fork event: 3
Issue comment event: 44
Issues event: 25
Pull request event: 82
Pull request review comment event: 64
Pull request review event: 93
Push event: 365
Release event: 1
Watch event: 45
Total: 833

Last Year

Create event: 23
Delete event: 22
Issue comment event: 18
Issues event: 10
Pull request event: 21
Pull request review comment event: 17
Pull request review event: 24
Push event: 199
Watch event: 8
Total: 342

Committers metadata

Last synced: 1 day ago

Total Commits: 953
Total Committers: 16
Avg Commits per committer: 59.563
Development Distribution Score (DDS): 0.553

Commits in past year: 73
Committers in past year: 4
Avg Commits per committer in past year: 18.25
Development Distribution Score (DDS) in past year: 0.178

Name	Email	Commits
Brendt Wohlberg	b****g	426
crstngc	c**a@g**m	368
Mike McCann	5****n	81
Fernando Davis	f**s@u**u	33
Soumendu Majee	s**1@g**m	11
Thilo Balke	t**e@g**m	11
Luke Pfister	l**r@g**m	9
Luke Pfister	p**r@l**v	4
Brendt Wohlberg	b**t@l**v	3
Weijie Gan	w**n@g**m	1
Saurav Maheshkar	s**r@g**m	1
Saltan	s****i	1
Renat Sibgatulin	s**n@t**o	1
Daniele Picone	d**3@g**m	1
Cristina Garcia-Cardona	c**c@l**v	1
Cristina Garcia Cardona	c**c@p**v	1

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 111
Total pull requests: 301
Average time to close issues: 4 months
Average time to close pull requests: 9 days
Total issue authors: 16
Total pull request authors: 12
Average comments per issue: 1.77
Average comments per pull request: 1.04
Merged pull request: 277
Bot issues: 0
Bot pull requests: 0

Past year issues: 7
Past year pull requests: 52
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 5 days
Past year issue authors: 3
Past year pull request authors: 2
Past year average comments per issue: 0.57
Past year average comments per pull request: 1.31
Past year merged pull request: 51
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/lanl/scico

Top Issue Authors

bwohlberg (60)
Michael-T-McCann (17)
shnaqvi (11)
crstngc (5)
tbalke (4)
matinaz (4)
zhongxinyun (1)
beniroquai (1)
Bilybill (1)
smajee (1)
DavidNovikov (1)
Santoshkumarpuppala (1)
ocehugo (1)
fvanmaele (1)
Sibgatulin (1)

Top Pull Request Authors

bwohlberg (246)
Michael-T-McCann (36)
crstngc (5)
FernandoDavis (3)
Danaroth83 (2)
shnaqvi (2)
tbalke (2)
wjgancn (1)
Sibgatulin (1)
smajee (1)
ollielo (1)
danielskatz (1)

Top Issue Labels

bug (28)
documentation (20)
enhancement (15)
improvement (14)
question (12)
tests (11)
priority: low (10)
discussion required (9)
developer (7)
examples (5)
packaging (5)
typing (3)
standards (1)
wontfix (1)
priority: high (1)

Top Pull Request Labels

documentation (67)
developer (55)
improvement (53)
enhancement (39)
bug (37)
tests (24)
examples (21)
packaging (17)
typing (4)
standards (1)

Package metadata

Total packages: 2
Total downloads:
- pypi: 215 last-month
Total docker downloads: 59
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 1 (may contain duplicates)
Total versions: 19
Total maintainers: 1

proxy.golang.org: github.com/lanl/scico

Homepage:
Documentation: https://pkg.go.dev/github.com/lanl/scico#section-documentation
Licenses: bsd-3-clause
Latest release: v0.0.7 (published 10 months ago)
Last Synced: 2026-09-28T19:36:20.686Z (1 day ago)
Versions: 7
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.472%
- Average: 6.69%
- Dependent repos count: 6.908%

pypi.org: scico

Scientific Computational Imaging COde: A Python package for scientific imaging problems

Homepage: https://github.com/lanl/scico
Documentation: https://scico.readthedocs.io/
Licenses: BSD-3-Clause
Latest release: 0.0.7 (published 10 months ago)
Last Synced: 2026-09-28T19:36:23.230Z (1 day ago)
Versions: 12
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 215 Last month
Docker Downloads: 59
Rankings:
- Docker downloads count: 4.066%
- Stargazers count: 7.858%
- Forks count: 9.112%
- Dependent packages count: 10.141%
- Average: 11.609%
- Downloads: 16.953%
- Dependent repos count: 21.526%
Maintainers (1)
- brendt

Dependencies

dev_requirements.txt pypi

autoflake *
black >=22.3,<23
isort *
packaging *
pre-commit *
pylint *
pytest *
pytest-runner *

docs/docs_requirements.txt pypi

docutils ==0.16
faculty-sphinx-theme *
ipython_genutils *
jinja2 <3.1.0
nbsphinx *
pandoc *
py2jn *
pygraphviz >=1.7
sphinx >=4.2.0
sphinx-autodoc-typehints *
sphinxcontrib-bibtex *
sphinxcontrib-napoleon *
traitlets *

examples/examples_requirements.txt pypi

astra-toolbox *
colour_demosaicing *
hyperopt *
ray *
xdesign >=0.5.5

examples/notebooks_requirements.txt pypi

nb_conda_kernels *
nbconvert *
nbformat *
psutil *
py2jn *
pypandoc *
ray *

requirements.txt pypi

bm3d >=3.0.9
bm4d *
flax >=0.4.0
imageio >=2.17
jax >=0.3.0,<=0.3.10
jaxlib >=0.3.0,<=0.3.10
matplotlib *
numpy >=1.12
pyabel >=0.8.5
scipy >=0.19.1
svmbir >=0.2.9
tifffile *

setup.py pypi

line.strip *

.github/workflows/check_files.yml actions

Ana06/get-changed-files v1.2 composite
actions/checkout v2 composite

.github/workflows/lint.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
isort/isort-action v0.1.0 composite
psf/black stable composite

.github/workflows/mypy.yml actions

actions/checkout v2 composite
actions/setup-python v1 composite

.github/workflows/pypi_upload.yml actions

actions/checkout v2 composite
actions/setup-python v1 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/pytest_latest.yml actions

actions/checkout v2 composite
actions/setup-python v1 composite

.github/workflows/test_examples.yml actions

actions/cache v2 composite
actions/checkout v2 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/pytest_macos.yml actions

actions/cache v3 composite
actions/checkout v3 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/pytest_ubuntu.yml actions

actions/cache v3 composite
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actions/download-artifact v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
codecov/codecov-action v3 composite
conda-incubator/setup-miniconda v2 composite

pyproject.toml pypi

docs/rtd_requirements.txt pypi

nbconvert <7.5

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