neurodocker

Generate custom Docker and Singularity images, and minimize existing containers

https://github.com/repronim/neurodocker

Science Score: 46.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
    9 of 41 committers (22.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (14.5%) to scientific vocabulary

Keywords

apptainer containers docker dockerfile linux neuroscience nipype reproducible-research science singularity-container

Keywords from Contributors

neuroimaging brainweb brain-imaging bids fmri standards closember medical-imaging dataflow dataflow-programming
Last synced: 6 months ago · JSON representation

Repository

Generate custom Docker and Singularity images, and minimize existing containers

Basic Info
Statistics
  • Stars: 349
  • Watchers: 18
  • Forks: 97
  • Open Issues: 11
  • Releases: 26
Topics
apptainer containers docker dockerfile linux neuroscience nipype reproducible-research science singularity-container
Created almost 9 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog License

README.md

Neurodocker

build status docker pulls python versions DOI

Neurodocker is a command-line program that generates custom Dockerfiles and Singularity recipes for neuroimaging and minifies existing containers.

Please see our website https://www.repronim.org/neurodocker for more information.

See our list of supported software

Build status

You can check the status of the build of the Docker images for several of the neuroimaging software packages that are supported by Neurodocker on this page. This may help with identifying base images that work well for your use case.

Installation

Use the Neurodocker Docker image (recommended):

shell docker run --rm repronim/neurodocker:latest --help

The Docker images were moved to repronim/neurodocker from kaczmarj/neurodocker.

This project can also be installed with pip:

shell pip install neurodocker neurodocker --help

If the pip install command above gives a permissions error, install as a non-root user:

shell pip install --user neurodocker

Note: it is not yet possible to minimize Docker containers using the Neurodocker Docker image.

Developer installation

Clone the repository and install in editable mode.

git clone https://github.com/ReproNim/neurodocker cd neurodocker python -m pip install --no-cache-dir --editable .[all]

Before committing changes, initialize pre-commit with pre-commit install. This will format code with each commit to keep the style consistent. Neurodocker uses black for formatting.

Owner

  • Name: Center for Reproducible Neuroimaging Computation
  • Login: ReproNim
  • Kind: organization

GitHub Events

Total
  • Create event: 21
  • Release event: 2
  • Issues event: 35
  • Watch event: 23
  • Delete event: 14
  • Member event: 1
  • Issue comment event: 60
  • Push event: 127
  • Pull request review comment event: 4
  • Pull request review event: 6
  • Pull request event: 51
  • Fork event: 3
Last Year
  • Create event: 21
  • Release event: 2
  • Issues event: 35
  • Watch event: 23
  • Delete event: 14
  • Member event: 1
  • Issue comment event: 60
  • Push event: 127
  • Pull request review comment event: 4
  • Pull request review event: 6
  • Pull request event: 51
  • Fork event: 3

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 1,274
  • Total Committers: 41
  • Avg Commits per committer: 31.073
  • Development Distribution Score (DDS): 0.396
Past Year
  • Commits: 53
  • Committers: 8
  • Avg Commits per committer: 6.625
  • Development Distribution Score (DDS): 0.774
Top Committers
Name Email Commits
jakubk j****k@m****u 769
Remi Gau r****u@h****m 147
Jakub Kaczmarzyk j****k@g****m 132
Steffen Bollmann s****5 53
Satrajit Ghosh s****a@m****u 51
mathiasg m****g@m****u 17
Yaroslav Halchenko d****n@o****m 17
Matteo Visconti di Oleggio Castello m****c@b****u 11
dependabot[bot] 4****] 8
Repronim Bot n****y@r****g 7
Paul Wighton p****l@c****m 6
github-actions[bot] 4****] 6
Dorota Jarecka d****a@g****m 4
Chris Markiewicz m****z@s****u 4
Dylan Nielson a****e@g****m 3
Ghislain Vaillant g****l 3
Michael Notter m****r@h****m 3
araikes a****s@g****m 3
mchlrnwld m****d@g****m 2
Jakub Kaczmarzyk J****k@J****l 2
Sooyoung Ahn s****a@g****m 2
Matt Cieslak m****k@g****m 2
Joshua Scarsbrook j****k@u****u 2
David Kennedy D****y@u****u 2
Tom Close T****e@s****u 2
Ross Mitchell j****l@g****m 1
gllmflndn g****n 1
jona-sassenhagen j****n@g****m 1
pre-commit-ci[bot] 6****] 1
sento4000 3****0 1
and 11 more...

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 150
  • Total pull requests: 153
  • Average time to close issues: about 2 years
  • Average time to close pull requests: 2 months
  • Total issue authors: 67
  • Total pull request authors: 23
  • Average comments per issue: 4.53
  • Average comments per pull request: 1.82
  • Merged pull requests: 128
  • Bot issues: 0
  • Bot pull requests: 33
Past Year
  • Issues: 9
  • Pull requests: 54
  • Average time to close issues: about 2 months
  • Average time to close pull requests: 7 days
  • Issue authors: 8
  • Pull request authors: 7
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.22
  • Merged pull requests: 43
  • Bot issues: 0
  • Bot pull requests: 17
Top Authors
Issue Authors
  • yarikoptic (21)
  • Remi-Gau (18)
  • kaczmarj (14)
  • JohannesWiesner (9)
  • dnkennedy (4)
  • tclose (3)
  • mvdoc (3)
  • Brainarea (3)
  • N-Accumbens (3)
  • stebo85 (3)
  • djarecka (3)
  • effigies (2)
  • carolin31 (2)
  • dmd (2)
  • kaurbhupinder (2)
Pull Request Authors
  • stebo85 (39)
  • github-actions[bot] (38)
  • Remi-Gau (30)
  • satra (15)
  • yarikoptic (10)
  • dependabot[bot] (7)
  • mvdoc (6)
  • TheChymera (4)
  • tclose (4)
  • Vbitz (4)
  • ghisvail (3)
  • kaczmarj (2)
  • jakepalmer (2)
  • iishiishii (2)
  • dnkennedy (2)
Top Labels
Issue Labels
stale (72) help wanted (9) SPM (8) Freesurfer (8) enhancement (7) conda (7) FSL (7) MATLAB (6) minify (5) singularity (4) ANTs (4) AFNI (4) documentation (3) CAT12 (3) feature request (1) question (1) MRtrix (1)
Pull Request Labels
release (13) patch (10) dependencies (7) major (6) minor (6) AFNI (3) Freesurfer (2) internal (2) MATLAB (1) documentation (1) enhancement (1) FSL (1) github_actions (1)

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 1,254 last-month
  • Total dependent packages: 1
    (may contain duplicates)
  • Total dependent repositories: 4
    (may contain duplicates)
  • Total versions: 22
  • Total maintainers: 2
pypi.org: neurodocker

A generic generator of Dockerfiles and Singularity recipes.

  • Versions: 19
  • Dependent Packages: 1
  • Dependent Repositories: 4
  • Downloads: 1,254 Last month
  • Docker Downloads: 0
Rankings
Stargazers count: 3.6%
Docker downloads count: 4.3%
Forks count: 4.6%
Dependent packages count: 4.8%
Average: 6.2%
Dependent repos count: 7.5%
Downloads: 12.3%
Maintainers (2)
Last synced: 6 months ago
conda-forge.org: neurodocker
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 17.6%
Stargazers count: 21.0%
Average: 30.9%
Dependent repos count: 34.0%
Dependent packages count: 51.2%
Last synced: 6 months ago

Dependencies

.github/workflows/bootstrap.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
.github/workflows/docs.yml actions
  • JamesIves/github-pages-deploy-action v4 composite
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
.github/workflows/publish.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/pull-request.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/release.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
Dockerfile docker
  • python 3.9-alpine build