scico

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

Score: 15.311498433728593

Last synced: about 3 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 (almost 5 years ago)
Default Branch: main
Last Pushed: 2026-03-26T21:37:23.000Z (3 months ago)
Last Synced: 2026-03-27T08:57:51.879Z (3 months 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: 2.65 MB
Stars: 154
Watchers: 6
Forks: 23
Open Issues: 18
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: 224
Last Synced at: 2023-03-12T06:47:32.600Z
Profile URL: https://github.com/lanl

GitHub Events

Total

Create event: 40
Delete event: 38
Fork event: 3
Issue comment event: 38
Issues event: 20
Pull request event: 73
Pull request review comment event: 63
Pull request review event: 84
Push event: 211
Release event: 1
Watch event: 39
Total: 610

Last Year

Create event: 31
Delete event: 27
Fork event: 3
Issue comment event: 31
Issues event: 14
Pull request event: 52
Pull request review comment event: 54
Pull request review event: 66
Push event: 150
Watch event: 31
Total: 459

Committers metadata

Last synced: 3 months ago

Total Commits: 921
Total Committers: 16
Avg Commits per committer: 57.563
Development Distribution Score (DDS): 0.568

Commits in past year: 66
Committers in past year: 4
Avg Commits per committer in past year: 16.5
Development Distribution Score (DDS) in past year: 0.212

Name	Email	Commits
Brendt Wohlberg	b****g	398
crstngc	c**a@g**m	368
Mike McCann	5****n	77
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: 6 months ago

Total issues: 104
Total pull requests: 255
Average time to close issues: 5 months
Average time to close pull requests: 10 days
Total issue authors: 15
Total pull request authors: 12
Average comments per issue: 1.86
Average comments per pull request: 1.02
Merged pull request: 232
Bot issues: 0
Bot pull requests: 0

Past year issues: 7
Past year pull requests: 43
Past year average time to close issues: 3 months
Past year average time to close pull requests: 7 days
Past year issue authors: 3
Past year pull request authors: 3
Past year average comments per issue: 0.14
Past year average comments per pull request: 1.21
Past year merged pull request: 38
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 (55)
Michael-T-McCann (16)
shnaqvi (11)
crstngc (5)
tbalke (4)
matinaz (4)
zhongxinyun (1)
beniroquai (1)
Bilybill (1)
smajee (1)
DavidNovikov (1)
ocehugo (1)
fvanmaele (1)
Sibgatulin (1)
lukepfister (1)

Top Pull Request Authors

bwohlberg (208)
Michael-T-McCann (28)
crstngc (5)
FernandoDavis (3)
Danaroth83 (2)
shnaqvi (2)
tbalke (2)
wjgancn (1)
Sibgatulin (1)
smajee (1)
ollielo (1)
danielskatz (1)

Top Issue Labels

bug (24)
documentation (20)
enhancement (15)
question (12)
improvement (11)
priority: low (10)
tests (10)
discussion required (9)
developer (7)
packaging (5)
examples (5)
typing (3)
priority: high (1)
wontfix (1)
standards (1)

Top Pull Request Labels

documentation (63)
developer (44)
improvement (38)
enhancement (33)
bug (28)
tests (21)
examples (18)
packaging (17)
typing (3)
standards (1)

Package metadata

Total packages: 2
Total downloads:
- pypi: 1,560 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 7 months ago)
Last Synced: 2025-12-23T07:35:56.802Z (6 months 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 7 months ago)
Last Synced: 2025-12-23T07:35:17.076Z (6 months ago)
Versions: 12
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 1,560 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

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