nimare

Coordinate- and image-based meta-analysis in Python

https://github.com/neurostuff/nimare

Science Score: 59.0%

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
    Found 12 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
    9 of 29 committers (31.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (15.8%) to scientific vocabulary

Keywords

meta-analysis neuroimaging python

Keywords from Contributors

bids
Last synced: 6 months ago · JSON representation

Repository

Coordinate- and image-based meta-analysis in Python

Basic Info
Statistics
  • Stars: 195
  • Watchers: 6
  • Forks: 59
  • Open Issues: 96
  • Releases: 66
Topics
meta-analysis neuroimaging python
Created about 8 years ago · Last pushed 7 months ago
Metadata Files
Readme Changelog Contributing License Code of conduct Zenodo

README.md

NiMARE: Neuroimaging Meta-Analysis Research Environment

A Python library for coordinate- and image-based meta-analysis.

Latest Version PyPI - Python Version GitHub Repository DOI License Test Status Documentation Status Codecov Code style: black Join the chat at https://mattermost.brainhack.org/brainhack/channels/nimare RRID:SCR_017398 Paper Preprint

Currently, NiMARE implements a range of image- and coordinate-based meta-analytic algorithms, as well as several methods for advanced meta-analytic methods, like automated annotation and functional decoding.

Installation

Please see our installation instructions for information on how to install NiMARE.

Installation with pip

pip install nimare

Local installation (development version)

pip install git+https://github.com/neurostuff/NiMARE.git

Citing NiMARE

If you use NiMARE in your research, we recommend citing the Zenodo DOI associated with the NiMARE version you used, as well as the Aperture Neuro journal article for the NiMARE Jupyter book. You can find the Zenodo DOI associated with each NiMARE release at https://zenodo.org/record/6642243#.YqiXNy-B1KM.

```BibTeX

This is the Aperture Neuro paper.

@article{Salo2023, doi = {10.52294/001c.87681}, url = {https://doi.org/10.52294/001c.87681}, year = {2023}, volume = {3}, pages = {1 - 32}, author = {Taylor Salo and Tal Yarkoni and Thomas E. Nichols and Jean-Baptiste Poline and Murat Bilgel and Katherine L. Bottenhorn and Dorota Jarecka and James D. Kent and Adam Kimbler and Dylan M. Nielson and Kendra M. Oudyk and Julio A. Peraza and Alexandre Pérez and Puck C. Reeders and Julio A. Yanes and Angela R. Laird}, title = {NiMARE: Neuroimaging Meta-Analysis Research Environment}, journal = {Aperture Neuro} }

This is the Zenodo citation for version 0.0.11.

@software{salotaylor2022_5826281, author = {Salo, Taylor and Yarkoni, Tal and Nichols, Thomas E. and Poline, Jean-Baptiste and Kent, James D. and Gorgolewski, Krzysztof J. and Glerean, Enrico and Bottenhorn, Katherine L. and Bilgel, Murat and Wright, Jessey and Reeders, Puck and Kimbler, Adam and Nielson, Dylan N. and Yanes, Julio A. and Pérez, Alexandre and Oudyk, Kendra M. and Jarecka, Dorota and Enge, Alexander and Peraza, Julio A. and Laird, Angela R.}, title = {neurostuff/NiMARE: 0.0.11}, month = jan, year = 2022, publisher = {Zenodo}, version = {0.0.11}, doi = {10.5281/zenodo.5826281}, url = {https://doi.org/10.5281/zenodo.5826281} } ```

To cite NiMARE in your manuscript, we recommend something like the following:

We used NiMARE v0.0.11 (RRID:SCR_017398; Salo et al., 2022a; Salo et al., 2022b).

Contributing

Please see our contributing guidelines for more information on contributing to NiMARE.

We ask that all contributions to NiMARE respect our code of conduct.

Owner

  • Name: The NeuroStore Ecosystem
  • Login: neurostuff
  • Kind: organization

Tools for neuroimaging meta-analysis

GitHub Events

Total
  • Create event: 17
  • Release event: 16
  • Issues event: 22
  • Watch event: 19
  • Delete event: 12
  • Issue comment event: 47
  • Push event: 23
  • Pull request review comment event: 21
  • Pull request review event: 22
  • Pull request event: 37
Last Year
  • Create event: 17
  • Release event: 16
  • Issues event: 22
  • Watch event: 19
  • Delete event: 12
  • Issue comment event: 47
  • Push event: 23
  • Pull request review comment event: 21
  • Pull request review event: 22
  • Pull request event: 37

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 874
  • Total Committers: 29
  • Avg Commits per committer: 30.138
  • Development Distribution Score (DDS): 0.507
Past Year
  • Commits: 59
  • Committers: 7
  • Avg Commits per committer: 8.429
  • Development Distribution Score (DDS): 0.508
Top Committers
Name Email Commits
Taylor Salo t****6@f****u 431
James Kent j****1@g****m 110
Tal Yarkoni t****i@g****m 101
Julio A. Peraza 5****a 42
Alejandro de la Vega a****4@g****m 34
James Kent j****t@u****u 29
JulioAPeraza j****4@f****u 27
Chris Gorgolewski k****i@g****m 23
62442katieb k****6@f****u 22
Dorota Jarecka d****a@g****m 15
Shotgunosine a****e@g****m 6
Taylor Salo s****t@p****u 4
Yifan Yu 4****0 4
jdkent j****t 4
Jessey Wright j****5@s****u 3
Murat Bilgel b****m@g****m 2
Zhen-Qi Liu l****7@g****m 2
Enrico Glerean e****n@a****i 2
tsalo t****o 2
Alexander Enge 6****e 2
Will Foran w****n@g****m 1
Kendra Oudyk 3****k 1
Puck Reeders 3****r 1
Alexandre PEREZ 3****z 1
Ghislain Vaillant g****l 1
Ryan Hammonds R****s@u****u 1
Adam Kimbler a****r@f****u 1
Patrycja 3****Z 1
Satrajit Ghosh s****a@m****u 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 87
  • Total pull requests: 160
  • Average time to close issues: 4 months
  • Average time to close pull requests: 24 days
  • Total issue authors: 16
  • Total pull request authors: 11
  • Average comments per issue: 1.3
  • Average comments per pull request: 2.58
  • Merged pull requests: 134
  • Bot issues: 0
  • Bot pull requests: 1
Past Year
  • Issues: 13
  • Pull requests: 34
  • Average time to close issues: 5 days
  • Average time to close pull requests: 2 days
  • Issue authors: 7
  • Pull request authors: 3
  • Average comments per issue: 0.54
  • Average comments per pull request: 1.94
  • Merged pull requests: 32
  • Bot issues: 0
  • Bot pull requests: 1
Top Authors
Issue Authors
  • jdkent (25)
  • tsalo (24)
  • JulioAPeraza (10)
  • adelavega (6)
  • JohannesWiesner (4)
  • yifan0330 (3)
  • MaxKorbmacher (2)
  • liuzhenqi77 (1)
  • neurobot01 (1)
  • dlevitas (1)
  • Remi-Gau (1)
  • tyarkoni (1)
  • nicholst (1)
  • araikes (1)
  • poldrack (1)
Pull Request Authors
  • jdkent (85)
  • JulioAPeraza (65)
  • tsalo (16)
  • adelavega (11)
  • yifan0330 (7)
  • Remi-Gau (2)
  • dependabot[bot] (2)
  • liuzhenqi77 (2)
  • WillForan (1)
  • PTDZ (1)
  • ghisvail (1)
Top Labels
Issue Labels
bug (37) enhancement (34) cbma (11) impact: low (6) documentation (5) ibma (5) diagnostics (5) priority: low (4) refactoring (4) effort: medium (3) opinions wanted (3) maintenance (3) workflows (3) effort: high (2) question (2) impact: medium (2) priority: medium (2) neurostore (2) priority: high (2) impact: high (1) effort: low (1) good first issue (1) help wanted (1) annotate (1) deprecation (1)
Pull Request Labels
enhancement (46) bug (22) ibma (17) maintenance (12) documentation (6) breaking-change (6) refactoring (6) cbma (6) diagnostics (4) workflows (3) help wanted (3) dependencies (2) correct (1) neurostore (1) deprecation (1) parcellate (1) effort: high (1) opinions wanted (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 2,426 last-month
  • Total dependent packages: 5
  • Total dependent repositories: 11
  • Total versions: 65
  • Total maintainers: 4
pypi.org: nimare

NiMARE: Neuroimaging Meta-Analysis Research Environment

  • Versions: 65
  • Dependent Packages: 5
  • Dependent Repositories: 11
  • Downloads: 2,426 Last month
Rankings
Dependent packages count: 1.6%
Dependent repos count: 4.4%
Average: 4.9%
Stargazers count: 5.5%
Forks count: 5.7%
Downloads: 7.2%
Maintainers (4)
Last synced: 7 months ago

Dependencies

.github/workflows/linting.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
  • mstachniuk/ci-skip master composite
.github/workflows/python-publish.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/testing.yml actions
  • actions/checkout v2 composite
  • actions/download-artifact v2 composite
  • actions/setup-python v2 composite
  • actions/upload-artifact v2 composite
  • codecov/codecov-action v2 composite
  • mstachniuk/ci-skip master composite
.github/workflows/update-changelog.yml actions
  • actions/checkout v2 composite
  • stefanzweifel/changelog-updater-action v1 composite
  • stefanzweifel/git-auto-commit-action v4 composite
Dockerfile docker
  • neurodebian stretch-non-free build