hidimstat

Machine learning for NeuroImaging in Python

https://github.com/nilearn/nilearn

Science Score: 77.0%

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 3 DOI reference(s) in README
✓
Academic publication links
Links to: zenodo.org
✓
Committers with academic emails
42 of 243 committers (17.3%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (15.1%) to scientific vocabulary

Keywords

brain-connectivity brain-imaging brain-mri decoding fmri machine-learning mvpa neuroimaging python

Keywords from Contributors

bids brainweb closember dataflow dataflow-programming workflow-engine neuroscience eeg fmri-preprocessing meg

Last synced: 4 months ago · JSON representation ·

Repository

Machine learning for NeuroImaging in Python

Basic Info

Host: GitHub
Owner: nilearn
License: bsd-3-clause
Language: Python
Default Branch: main
Homepage: http://nilearn.github.io
Size: 67.9 MB

Statistics

Stars: 1,305
Watchers: 64
Forks: 630
Open Issues: 284
Releases: 15

Topics

brain-connectivity brain-imaging brain-mri decoding fmri machine-learning mvpa neuroimaging python

Created almost 15 years ago · Last pushed 4 months ago

Metadata Files

Readme Contributing License Citation Authors

README.rst

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.. image:: https://img.shields.io/discord/711993354929569843
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nilearn
=======

Nilearn enables approachable and versatile analyses of brain volumes and surfaces.
It provides statistical and machine-learning tools, with instructive documentation & friendly community.

It supports general linear model (GLM) based analysis
and leverages the `scikit-learn `_ Python toolbox
for multivariate statistics with applications
such as predictive modeling, classification, decoding, or connectivity analysis.

Important links
===============

- Official source code repo: https://github.com/nilearn/nilearn/
- HTML documentation (stable release): https://nilearn.github.io/

Install
=======

Latest release
--------------

**1. Setup a virtual environment**

We recommend that you install ``nilearn`` in a virtual Python environment,
either managed with the standard library ``venv`` or with ``conda``
(see `miniconda `_ for instance).
Either way, create and activate a new python environment.

With ``venv``:

.. code-block:: bash

    python3 -m venv /
    source //bin/activate

Windows users should change the last line to ``\\Scripts\activate.bat``
in order to activate their virtual environment.

With ``conda``:

.. code-block:: bash

    conda create -n nilearn python=3.10
    conda activate nilearn

**2. Install nilearn with pip**

Execute the following command in the command prompt / terminal
in the proper python environment:

.. code-block:: bash

    python -m pip install -U nilearn

Development version
-------------------

Please find all development setup instructions in the
`contribution guide `_.

Check installation
------------------

Try importing nilearn in a python / iPython session:

.. code-block:: python

    import nilearn

If no error is raised, you have installed nilearn correctly.

Drop-in Hours
=============

The Nilearn team organizes regular online drop-in hours to answer questions,
discuss feature requests, or have any Nilearn-related discussions. Nilearn
drop-in hours occur *every Wednesday from 4pm to 5pm UTC*, and we make sure that at
least one member of the core-developer team is available. These events are held
on `Jitsi Meet `_ and are fully open,
anyone is welcome to join!
For more information and ways to engage with the Nilearn team see
`How to get help `_.

Dependencies
============

The required dependencies to use the software are listed
in the file `pyproject.toml `_.

If you are using nilearn plotting functionalities or running the examples, matplotlib >= 3.8.0 is required.

Some plotting functions in Nilearn support both matplotlib and plotly as plotting engines.
In order to use the plotly engine in these functions,
you will need to install both plotly and kaleido, which can both be installed with pip and anaconda.

If you want to run the tests, you need pytest >= 6.0.0 and pytest-cov for coverage reporting.

Development
===========

Detailed instructions on how to contribute are available at
https://nilearn.github.io/stable/development.html

Owner

Name: nilearn
Login: nilearn
Kind: organization

Website: nilearn.github.io
Twitter: nilearn
Repositories: 7
Profile: https://github.com/nilearn

Citation (CITATION.cff)

# https://citation-file-format.github.io/
# https://github.com/citation-file-format/citation-file-format/blob/main/schema-guide.md
cff-version: 1.2.0

title: nilearn

abstract: |
  Nilearn enables approachable and versatile analyses of brain volumes.
  It provides statistical and machine-learning tools,
  with instructive documentation & friendly community.

message: If you use this software, please cite it as below.

repository-code: https://github.com/nilearn/nilearn

preferred-citation:
  authors:
    - family-names: Nilearn contributors
  title: Nilearn
  url: https://doi.org/10.5281/zenodo.8397156
  type: software

identifiers:
  - description: 2014, Frontiers in Neuroinformatics
    type: doi
    value: 10.3389/fninf.2014.00014
  - description: Zenodo collection for all releases
    type: doi
    value: 10.5281/zenodo.8397156
  - description: 2023, OHBM poster
    type: doi
    value: 10.5281/zenodo.8383514

contact:
  - given-names: Bertrand
    family-names: Thirion
    email: bertrand.thirion@inria.fr
    affiliation: Inria, France

license: BSD-4-Clause

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    affiliation: Meta, France
    email: agramfort@meta.com
    orcid: https://orcid.org/0000-0001-9791-4404
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    website: https://github.com/alex-savio
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    affiliation: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
    orcid: https://orcid.org/0000-0002-1910-9650
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    affiliation: CIBIT, University of Coimbra, Portugal
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    affiliation: Inria, Saclay, France
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    website: https://github.com/ajoshiusc
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    affiliation: Rakuten, France
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    website: https://github.com/askieslinger
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    email: mathiasg@stanford.edu
    orcid: https://orcid.org/0000-0002-7252-7771
  - given-names: Mathieu
    family-names: Dugré
    website: https://mathdugre.me
    affiliation: Concordia University, Montréal, Canada
    orcid: https://orcid.org/0000-0003-2828-6031
  - given-names: Matthias
    family-names: Ekman
    website: https://github.com/mekman
    affiliation: Donders Institute, Nijmegen, The Netherlands
    orcid: https://orcid.org/0000-0003-1254-1392
  - given-names: Matthieu
    family-names: Joulot
    website: https://github.com/MatthieuJoulot
    affiliation: Aramis, Paris Brain Institute, Paris, France
    email: matthieu.joulot@gmail.com
  - given-names: Maximilian Cosmo
    family-names: Sitter
    website: https://github.com/mcsitter
  - given-names: Mehdi
    family-names: Rahim
    website: https://github.com/mrahim
    affiliation: Air Liquide, France
  - given-names: Mia
    family-names: Zwally
    website: https://github.com/MIZwally
    affiliation: DSST, National Institute of Mental Health, USA
  - given-names: Micha
    family-names: Burkhardt
    website: https://github.com/mibur1
    affiliation: University of Oldenburg, Germany
    orcid: https://orcid.org/0000-0002-6268-3527
  - given-names: Michael
    family-names: Eickenberg
    website: https://github.com/eickenberg
    affiliation: Flatiron Institute, New-York, New-York, USA
  - given-names: Michael
    family-names: Hanke
    website: https://github.com/mih
    email: michael.hanke@gmail.com
    affiliation: Psychoinformatics, Forschungszentrum Jülich GmbH, Jülich, Germany
    orcid: https://orcid.org/0000-0001-6398-6370
  - given-names: Michael
    family-names: Notter
    website: https://github.com/miykael
    email: michaelnotter@hotmail.com
    affiliation: ams OSRAM, Martigny, Lausanne, Switzerland
    orcid: https://orcid.org/0000-0002-5866-047X
  - given-names: Michael
    family-names: Waskom
    website: https://mwaskom.github.io/
    affiliation: Flatiron health, New York, USA
    email: mwaskom+www@gmail.com
  - given-names: Michelle
    family-names: Wang
    website: https://michellewang.github.io
    affiliation: Origami lab, McGill University, Montréal, Canada
  - given-names: Mohammad
    family-names: Torabi
    website: https://github.com/mtorabi59
    affiliation: Origami lab, McGill University, Montréal, Canada
    email: mohammad.torabi@mail.mcgill.ca
    orcid: https://orcid.org/0000-0002-4429-8481
  - given-names: Moritz
    family-names: Boos
    website: https://github.com/mjboos
  - given-names: Mudassir
    family-names: Chapra
    website: https://github.com/muddi900
  - given-names: Myeong Seop
    family-names: Song
    website: https://github.com/NeuroVR-Song
  - given-names: Natasha
    family-names: Clarke
    website: https://github.com/clarkenj
    affiliation: '@SIMEXP, Montréal, Canada'
  - given-names: Neelay
    family-names: Shah
    website: https://github.com/NeelayS
    affiliation: Max Planck Institute for Intelligent Systems, Germany
    email: shahnh19@gmail.com
  - given-names: Nicolas
    family-names: Gensollen
    website: https://nicolasgensollen.github.io/
    affiliation: Inria, Paris, France
    orcid: https://orcid.org/0000-0001-7199-9753
  - given-names: Nikhil
    family-names: Krish
    website: https://github.com/NIkhilgKrish
    affiliation: University of Texas, Austin
  - given-names: Oliver
    family-names: Warrington
    website: https://github.com/OliverWarrington
    affiliation: Wellcome Centre for Human Neuroimaging, UCL, London, UK
    orcid: https://orcid.org/0000-0002-3592-7071
  - given-names: Oscar
    family-names: Esteban
    website: https://github.com/oesteban
    affiliation: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
    orcid: https://orcid.org/0000-0001-8435-6191
  - given-names: Patrick
    family-names: Sadil
    website: https://psadil.github.io/psadil
    affiliation: Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, USA
    orcid: https://orcid.org/0000-0003-4141-1343
  - given-names: Paul
    family-names: Bogdan
    website: https://github.com/paulcbogdan
  - given-names: Paul
    family-names: Reiners
    website: https://github.com/paul-reiners
    affiliation: Masonic Institute for the Developing Brain, University of Minnesota, USA
    orcid: https://orcid.org/0000-0002-6167-5007
  - given-names: Paula
    family-names: Sanz-Leon
    website: https://github.com/pausz
    orcid: https://orcid.org/0000-0002-1545-6380
    affiliation: Medical Research Institute, Brisbane, Australia
  - given-names: Peer
    family-names: Herholz
    website: https://peerherholz.github.io/
    affiliation: Origami lab, McGill University, Montréal, Canada
    orcid: https://orcid.org/0000-0002-9840-6257
  - given-names: Philippe
    family-names: Gervais
    website: https://github.com/pgervais
    affiliation: Zurich, Switzerland
  - given-names: Pierre
    family-names: Bellec
    website: https://github.com/lunebellec
    affiliation: Psychology Department, University of Montréal, Montréal, Canada
    orcid: https://orcid.org/0000-0002-9111-0699
    email: pierre.bellec@gmail.com
  - given-names: Pierre
    family-names: Glaser
    website: https://pierreglaser.github.io/
    affiliation: Gatsby Computational Neuroscience Unit, University College London, London, UK
  - given-names: Pierre-Louis
    family-names: Barbarant
    website: https://github.com/pbarbarant
    affiliation: Inria, Saclay, France
  - given-names: Pierre-Olivier
    family-names: Quirion
    website: https://github.com/poquirion
    affiliation: Canadian Center for Computational Genomics / Calcul, Québec, Canada
    email: po.quirion@mcgill.ca
    orcid: https://orcid.org/0000-0003-2270-0000
  - given-names: Pradeep Reddy
    family-names: Raamana
    website: https://github.com/raamana
    affiliation: University of Pittsburgh, Pittsburgh, PA, USA
    email: raamanap@pitt.edu
    orcid: https://orcid.org/0000-0003-4662-0558
  - given-names: Prakhar
    family-names: Jain
    website: https://github.com/PrakharJain1509
    affiliation: RV College of Engineering, Bangalore, India
  - given-names: Rahul
    family-names: Brito
    website: https://github.com/Rahul-Brito
  - given-names: Raphael
    family-names: Meudec
    website: https://github.com/RaphaelMeudec
    affiliation: Inria, Saclay, France
  - given-names: Robert
    family-names: Luke
    website: https://github.com/rob-luke
    affiliation: '@agencyenterprise, Melbourne, Australia'
    orcid: https://orcid.org/0000-0002-4930-8351
  - given-names: Robert
    family-names: Williamson
    website: https://github.com/RobWilliamson15
  - given-names: Roberto
    family-names: Guidotti
    website: https://github.com/robbisg
    affiliation: University "G. D'Annunzio" Chieti-Pescara, San Benedetto del Tronto, Italy
  - given-names: Rohan Thomas
    family-names: Jepegnanam
    website: https://github.com/rohan3412
    affiliation: Cognitive Neuroscience & Clinical Phenomenology Lab, Christian Medical College, Vellore, India
  - given-names: Ronald
    family-names: Phlypo
    website: https://github.com/rphlypo
    affiliation: Lyon area, France
  - given-names: Ryan
    family-names: Hammonds
    website: https://github.com/ryanhammonds
    affiliation: UC San Diego, San Diego, California, USA
  - given-names: Rémi
    family-names: Gau
    website: https://github.com/Remi-Gau
    affiliation: Origami lab, McGill University, Montréal, Canada
    orcid: https://orcid.org/0000-0002-1535-9767
    email: remi.gau2@mcgill.ca
  - given-names: Sachin
    family-names: Patalasingh
    website: https://github.com/sachin-bsai
  - given-names: Sage
    family-names: Hahn
    website: https://github.com/sahahn
    orcid: https://orcid.org/0000-0003-3560-2952
    affiliation: deephealth
  - given-names: Salma
    family-names: Bougacha
    website: https://github.com/salma1601
  - given-names: Sam Buck
    family-names: Johnson
    website: https://github.com/sambjohnson
  - given-names: Sami
    family-names: Jawhar
    website: https://github.com/sjawhar
    email: sami@thecybermonk.com
    orcid: https://orcid.org/0000-0002-9914-2193
  - given-names: Simon
    family-names: Steinkamp
    website: https://github.com/SRSteinkamp
    orcid: https://orcid.org/0000-0002-6437-0700
    affiliation: Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Amager & Hvidovre, Copenhagen, Denmark.
  - given-names: Sin
    family-names: Kim
    website: https://github.com/kimsin98
    orcid: https://orcid.org/0000-0003-4652-3758
    affiliation: 'Korea Advanced Institute of Science and Technology: Daejeon, KR'
  - given-names: Sourav
    family-names: Singh
    website: https://github.com/souravsingh
  - given-names: Steven
    family-names: Meisler
    website: https://www.stevenmeisler.com
    affiliation: Harvard-MIT Division of Health Sciences and Technology, Cambridge, Massachusetts, USA
    email: smeisler@g.harvard.edu
    orcid: https://orcid.org/0000-0002-8888-1572
  - given-names: Suramya
    family-names: Pokharel
    website: https://github.com/SuramyaP
    affiliation: Tribhuvan University, Kathmandu, Nepal
    email: suramyapokharel7@gmail.com
  - given-names: Sylvain
    family-names: Lan
    website: https://github.com/SylvainLan
  - given-names: Sylvain
    family-names: Takerkart
    website: https://github.com/SylvainTakerkart
    affiliation: CNRS, Institut des Neurosciences de la Timone, Marseille, France
    orcid: https://orcid.org/0000-0001-8410-0962
  - given-names: Tamer
    family-names: Gezici
    website: https://github.com/TamerGezici
    affiliation: Bilkent University
  - given-names: Tarun
    family-names: Samanta
    website: https://github.com/SamantaTarun
    affiliation: Acharya Prafulla Chandra College
    email: tarunsamanta77@gmail.com
    orcid: https://orcid.org/0000-0003-1630-8993
  - given-names: Taylor
    family-names: Salo
    website: https://tsalo.github.io/
    affiliation: Lifespan Informatics & Neuroimaging Center, University of Pennsylvania, USA
    email: salot@pennmedicine.upenn.edu
    orcid: https://orcid.org/0000-0001-9813-3167
  - given-names: Tharun
    family-names: K
    website: https://github.com/tharun634
  - given-names: Thiti
    family-names: Premrudeepreechacharn
    website: https://tpremrud.github.io/
  - given-names: Thomas
    family-names: Bazeille
    website: https://github.com/thomasbazeille
    orcid: https://orcid.org/0000-0001-5377-9108
    affiliation: Inria, Saclay, France
  - given-names: Tom
    family-names: Vanasse
    website: https://github.com/tvanasse
    affiliation: Wisconsin Institute for Sleep and Consciousness, USA
    email: thomas.j.vanasse@gmail.com
    orcid: https://orcid.org/0000-0003-4672-0049
  - given-names: Vasco
    family-names: Diogo
    website: https://github.com/vascosa
  - given-names: Victoria
    family-names: Shevchenko
    website: https://github.com/victoris93
    affiliation: Inria Saclay, Université Paris Cité, France
  - given-names: Vincent
    family-names: Michel
    website: https://github.com/vmichel
    affiliation: https://www.logilab.fr/
  - given-names: Virgile
    family-names: Fritsch
    website: https://github.com/VirgileFritsch
    affiliation: Inria, Saclay, France
  - given-names: Yaroslav
    family-names: Halchenko
    website: https://github.com/yarikoptic
    affiliation: Dartmouth College, PBS, Hanover, New Hampshire, USA
    email: debian@onerussian.com
    orcid: https://orcid.org/0000-0003-3456-2493
  - given-names: Yasmin
    family-names: Mzayek
    website: https://github.com/ymzayek
    affiliation: Inria, Saclay, France
    orcid: https://orcid.org/0000-0003-2904-2530
  - given-names: Yichun
    family-names: Huang
    website: https://github.com/YCHuang0610
    affiliation: Peking University, Beijing, China
  - given-names: Zvi
    family-names: Baratz
    website: https://github.com/ZviBaratz
    affiliation: Tel-Aviv University, Israel
    email: z.baratz@gmail.com
    orcid: https://orcid.org/0000-0001-7159-1387
  - given-names: Óscar
    family-names: Nájera
    website: https://github.com/Titan-C
    affiliation: Checkmk

Committers

Last synced: about 2 years ago

All Time

Total Commits: 8,819
Total Committers: 243
Avg Commits per committer: 36.292
Development Distribution Score (DDS): 0.882

Past Year

Commits: 419
Committers: 40
Avg Commits per committer: 10.475
Development Distribution Score (DDS): 0.53

Top Committers

Name	Email	Commits
Gael Varoquaux	g**x@n**g	1,037
Elvis Dohmatob	e**b@i**r	855
Alexandre Abraham	a**e@g**m	671
Kshitij Chawla (kchawla-pi)	k**i@g**m	638
Kamalakar Daddy	d**y@g**m	493
Jerome Dockes	j**e@d**g	466
Loïc Estève	l**e@y**m	458
Bertrand Thirion	b**n@i**r	317
Martin Perez-Guevara	m**a@g**m	294
Philippe Gervais	p**s@i**r	228
Alexandre Abraham	a**m@c**r	221
Remi Gau	r**u@h**m	197
Gensollen	n**n@g**m	195
Andrés Hoyos Idrobo	a**o@g**m	167
Ben Cipollini	b**i@u**u	144
Yasmin	6****k	141
Danilo Bzdok	d**k@g**m	139
Alexandre Abadie	a**e@i**r	135
Virgile Fritsch	v**h@g**m	117
Pierre Bellec	p**c@g**m	109
Julia Huntenburg	j**g@g**m	102
Michael Eickenberg	m**g@g**m	82
Salma Bougacha	s**a@h**m	76
Elizabeth DuPre	e**2@c**u	73
Jerome-Alexis Chevalier	j**r@i**r	55
Taylor Salo	t**6@f**u	54
Jean Kossaifi	j**i@g**m	52
Jaques Grobler	j**r@g**m	51
SylvainLan	s**l@s**r	47
Franz Liem	f**m@g**m	44
and 213 more...

Committer Domains (Top 20 + Academic)

inria.fr: 16 cea.fr: 5 polytechnique.edu: 2 drago.saclay.inria.fr: 2 is223297.intra.cea.fr: 2 m4x.org: 2 stanford.edu: 2 univ-amu.fr: 2 is220245.(none): 1 crans.org: 1 ncl.ac.uk: 1 pallier.org: 1 posteo.org: 1 ki.se: 1 msn.com: 1 yandex.com: 1 msu.edu: 1 fseoane.net: 1 is208616.intra.cea.fr: 1 is148601.intra.cea.fr: 1 student.ethz.ch: 1 fiu.edu: 1 cornell.edu: 1 ucsd.edu: 1 uni-bielefeld.de: 1 physics.usyd.edu.au: 1 uiowa.edu: 1 unc.edu: 1 g.harvard.edu: 1 uvm.edu: 1 unmc.edu: 1 fz-juelich.de: 1 nih.gov: 1 oregonstate.edu: 1 dtu.dk: 1 uni-oldenburg.de: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 453
Total pull requests: 965
Average time to close issues: 9 months
Average time to close pull requests: 20 days
Total issue authors: 89
Total pull request authors: 51
Average comments per issue: 2.61
Average comments per pull request: 3.1
Merged pull requests: 674
Bot issues: 25
Bot pull requests: 80

Past Year

Issues: 254
Pull requests: 739
Average time to close issues: 18 days
Average time to close pull requests: 4 days
Issue authors: 36
Pull request authors: 35
Average comments per issue: 1.44
Average comments per pull request: 2.75
Merged pull requests: 509
Bot issues: 23
Bot pull requests: 59

View more stats

Top Authors

Issue Authors

Remi-Gau (235)
man-shu (43)
github-actions[bot] (16)
bthirion (14)
JohannesWiesner (9)
rita-skinner[bot] (7)
htwangtw (6)
NicolasGensollen (6)
ymzayek (6)
psadil (4)
hndgzkn (4)
kchawla-pi (4)
tsalo (4)
gurraburra (4)
jeromedockes (3)

Pull Request Authors

Remi-Gau (647)
man-shu (57)
DimitriPapadopoulos (47)
hndgzkn (46)
github-actions[bot] (36)
pre-commit-ci[bot] (32)
dependabot[bot] (12)
ymzayek (12)
michellewang (8)
psadil (4)
jeromedockes (4)
anupriyakkumari (4)
victoris93 (3)
PrakharJain1509 (3)
NicolasGensollen (3)

Top Labels

Issue Labels

Bug (51) Documentation (48) Surface (43) Enhancement (33) Code quality (25) GLM (21) Report (19) Plotting (18) Good first issue (18) Maintenance (17) Effort: low (14) Testing (14) Impact: low (13) Priority: low (13) Masker (11) Developer Experience (9) Discussion (9) Atlas (6) BIDS (6) Infrastructure (5) Effort: medium (5) User Experience (5) hacktoberfest (4) Impact: medium (4) Hackathon (4) Priority: high (4) Effort: high (3) Performance (3) Usage (3) API (3)

Pull Request Labels

Review required (99) Surface (39) Code quality (29) Blocker (18) Documentation (16) Infrastructure (12) Dependencies (12) Plotting (5) GLM (4) Enhancement (4) Blocked (2) Priority: high (2) User Experience (2) Masker (2) Testing (1) Report (1) Discussion (1) Effort: medium (1) Impact: high (1) hacktoberfest-accepted (1) BIDS (1) Bug (1) Next dev agenda (1)

Packages

Total packages: 1
Total downloads:
- pypi 37 last-month

Total dependent packages: 0
Total dependent repositories: 1
Total versions: 4
Total maintainers: 2

pypi.org: hidimstat

High-dimensional statistical inference tools for Python

Homepage: https://mind-inria.github.io/hidimstat
Documentation: https://hidimstat.readthedocs.io/
License: BSD 2-Clause License Copyright (c) 2024, Mind-Inria All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
Latest release: 0.2.0
published over 1 year ago

Versions: 4
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 37 Last month

Rankings

Dependent packages count: 10.1%

Forks count: 12.5%

Stargazers count: 13.1%

Average: 18.2%

Dependent repos count: 21.6%

Downloads: 33.9%

Maintainers (2)

bthirion ja-che

Last synced: 4 months ago

Dependencies

.github/workflows/auto-comment.yml actions

bubkoo/auto-comment v1.0.7 composite

.github/workflows/build-docs.yml actions

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

.github/workflows/circle_artifacts.yml actions

larsoner/circleci-artifacts-redirector-action master composite

.github/workflows/codespell.yml actions

actions/checkout v3 composite
codespell-project/actions-codespell master composite

.github/workflows/testing.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
codecov/codecov-action v3 composite
mstachniuk/ci-skip master composite

.github/workflows/trigger-hosting.yml actions

actions/checkout v3 composite

.binder/requirements.txt pypi

sphinx-gallery *

.github/workflows/black.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/detect_test_pollution.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/f_strings.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/flake8.yml actions

actions/checkout v3 composite
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.github/workflows/isort.yml actions

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actions/checkout v3 composite
actions/setup-python v4 composite
peter-evans/create-pull-request v5 composite

.github/workflows/update_precommit_hooks.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
peter-evans/create-pull-request v5 composite

pyproject.toml pypi

joblib >=1.0.0
lxml *
nibabel >=3.2.0
numpy >=1.19.0
packaging *
pandas >=1.1.5
requests >=2.25.0
scikit-learn >=1.0.0
scipy >=1.6.0

.github/workflows/assign.yml actions

doc/binder/requirements.txt pypi

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

hidimstat

Science Score: 77.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.rst

Owner

Citation (CITATION.cff)

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: hidimstat

Rankings

Maintainers (2)

Dependencies