This work is made available by a community of people, which originated from the INRIA MIND Project Team <mind>
and scikit-learn <>
but grew much further.
An up-to-date list of contributors can be seen in on GitHub <graphs/contributors>
.
Additional credit goes to Michael Hanke and Yaroslav Halchenko for data and packaging.
The nilearn core developers are:
- Alexis Thual
- Bertrand Thirion
- Elizabeth DuPre
- Hao-Ting Wang
- Himanshu Aggarwal
- Jerome Dockes
- Nicolas Gensollen
- Rémi Gau
- Taylor Salo
Some other past or present contributors are:
- Ahmad Chamma: Inria, Saclay, France
- Aina Frau-Pascual
- Alex Rothberg: Free Agency, New York, USA
- Alexandre Abadie: Inria, Paris
- Alexandre Abraham: Bazemont, Île-de-France, France
- Alexandre Gramfort: Meta, France
- Alexandre Savio
- Alexandre Cionca: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
- Alexis Thual: Inria, Saclay, France
- Alisha Kodibagkar: MIT McGovern Institute, Cambridge, Massachusetts, United States
- Amadeus Kanaan
- Ana Luisa Pinho: Western University, London, Ontario, Canada
- Andrés Hoyos Idrobo: Rakuten, France
- Anne-Sophie Kieslinger: Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germnay
- Ariel Rokem: University of Washington, Psychology, Seattle, Washington, 98107, USA
- Arthur Mensch
- Aswin Vijayan
- Audrey Duran: TheraPanacea, France
- Ben Cipollini: Facebook, Hayward, California, USA
- Bertrand Thirion: Inria, Saclay, France
- Binh Nguyen
- Caglar Cakan: Technische Universität Berlin, Berlin, Germany
- Chris Gorgolewski: Google LLC
- Chris Markiewicz: Stanford University, Stanford, California, USA
- Christian Horea: Dartmouth College, PBS, Hanover, New Hampshire, USA
- Christian Gerloff
- Christina Roßmanith: Dept. of Neurology, Medical Faculty Mannheim, University of Heidelberg, Germany
- Colin Reininger: Denver, Colorado, USA
- Connor Lane: Child Mind Institute, Baltimore, MD, USA
- Czarina Sy
- Céline Delettre
- Dan Gale: Centre for Neuroscience Studie, Queen University, Kingston, Ontario, Canada
- Daniel Gomez: Cambridge, Massachusetts, USA
- Danilo Bzdok: McGill University & Mila Quebec AI Institute, Montréal, Canada
- David G Ellis: University of Nebraska Medical Center, Nebraska, USA
- Demian Wassermann: Inria, Saclay, France
- Derek Pisner: St. Petersburg, FL
- Dimitri Papadopoulos Orfanos: NeuroSpin, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
- Elizabeth DuPre: Stanford University, Stanford, California, USA
- Elvis Dohmatob: Facebook AI Research (FAIR)
- Eric Larson: Institute for Learning and Brain Sciences, University of Washington, Washington, USA
- Evan Edmond: University of Oxford, Oxford, UK
- Fabian Pedregosa: @google, Geneva, Switzerland
- Florent Pollet: ENS Paris-Saclay, Saclay, France
- Franz Liem
- François Paugam
- Gael Varoquaux: Inria, Saclay, France
- Gilles de Hollander: Vrije Universiteit, Amsterdam, The Netherlands
- Greg Kiar: Child Mind Institute
- Greydon Gilmore: Department of Mathematics, Western University, Toronto, Canada
- Guillaume Lemaitre: Inria, Saclay, France
- Hao-Ting Wang: Montréal Geriatrics Institute (CRIUGM), Montréal, Canada
- Himanshu Aggarwal: Inria, Saclay, France
- Ian Abenes
- Jake Vogel: Department of Clinical Sciences, SciLifeLab, Lund University, Lund, Sweden
- Jan Margeta: KardioMe, Nova Dubnica, Slovakia
- Jaques Grobler: Anyline GmbH, Vienna, Austria
- Jason Gors: Insight Data Science, Mountain View, California, USA
- Javier Rasero: School of Data Science, University of Virginia, Viginia, USA
- Jean Kossaifi: Imperial College London, London, UK
- Jean-Rémi King: Meta AI, CNRS, Paris
- Jelle Roelof Dalenberg: University Medical Center Groningen, Groningen, The Netherlands
- Jeremy Lefort-Besnard: Inria Rennes, France
- Jerome Dockes: Origami lab, McGill University, Montréal, Canada
- Jerome-Alexis Chevalier: Emerton Data
- Johannes Wiesner: Central Institute of Mental Health, Mannheim, Germany
- Jon Haitz Legarreta Gorrono: Brigham and Women's Hospital, Mass General Brigham/Harvard Medical School, Boston, Massachusetts, USA
- Jona Sassenhagen
- Jordi Huguet: BarcelonaBeta Brain Research Center
- Joshua Teves
- Julia Huntenburg: International Brain Laboratory, Berlin, Germany
- Julio A Peraza: Florida International University, Miami, Florida, USA
- Kamalakar Reddy Daddy
- Kevin Sitek: Northwestern University, Evanston, Ilinois , USA
- Koen Helwegen: Dutch Connectome Lab, VU, Amsterdam, The Netherlands
- Konrad Wagstyl
- Konstantin Shmelkov
- Kshitij Chawla: Duke University Health System, USA
- Kun CHEN: University of Macau, Macau, China
- Leonard Sasse
- Loic Estève
- Loic Tetrel
- Luz Paz
- Manon Pietrantoni
- Martin Perez-Guevara: Criteo, France
- Martin Wegrzyn: Bielefeld University, Bielefeld, Germany
- Mathias Goncalves: Stanford University, Stanford, California, USA
- Mathieu Dugré: Concordia University, Montréal, Canada
- Matthias Ekman: Donders Institute, Nijmegen, The Netherlands
- Matthieu Joulot: Aramis, Paris Brain Institute, Paris, France
- Maximilian Cosmo Sitter
- Mehdi Rahim: Air Liquide, France
- Mia Zwally: DSST, National Institute of Mental Health, USA
- Michael Eickenberg: Flatiron Institute, New-York, New-York, USA
- Michael Hanke: Psychoinformatics, Forschungszentrum Jülich GmbH, Jülich, Germany
- Michael Notter: ams OSRAM, Martigny, Lausanne, Switzerland
- Michael Waskom: Flatiron health, New York, USA
- Michelle Wang: Origami lab, McGill University, Montréal, Canada
- Mohammad Torabi: Origami lab, McGill University, Montréal, Canada
- Moritz Boos
- Myeong Seop Song
- Natasha Clarke: @SIMEXP, Montréal, Canada
- Neelay Shah: Max Planck Institute for Intelligent Systems, Germany
- Nicolas Gensollen: Inria, Paris, France
- Nikhil Krish: University of Texas, Austin
- Oliver Warrington: Wellcome Centre for Human Neuroimaging, UCL, London, UK
- Oscar Esteban: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
- Patrick Sadil: Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, USA
- Paul Bogdan
- Paul Reiners: Masonic Institute for the Developing Brain, University of Minnesota, USA
- Paula Sanz-Leon: Medical Research Institute, Brisbane, Australia
- Peer Herholz: Origami lab, McGill University, Montréal, Canada
- Philippe Gervais: Zurich, Switzerland
- Pierre Bellec: Psychology Department, University of Montréal, Montréal, Canada
- Pierre Glaser: Gatsby Computational Neuroscience Unit, University College London, London, UK
- Pierre-Olivier Quirion: Canadian Center for Computational Genomics / Calcul, Québec, Canada
- Pradeep Reddy Raamana: University of Pittsburgh, Pittsburgh, PA, USA
- Rahul Brito
- Raphael Meudec: Inria, Saclay, France
- Robert Luke: @agencyenterprise, Melbourne, Australia
- Robert Williamson
- Roberto Guidotti: University "G. D'Annunzio" Chieti-Pescara, San Benedetto del Tronto, Italy
- Ronald Phlypo: Lyon area, France
- Ryan Hammonds: UC San Diego, San Diego, California, USA
- Rémi Gau: Origami lab, McGill University, Montréal, Canada
- Sachin Patalasingh
- Sage Hahn: deephealth
- Salma Bougacha
- Sam Buck Johnson
- Sami Jawhar
- Simon Steinkamp: Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Amager & Hvidovre, Copenhagen, Denmark.
- Sourav Singh
- Steven Meisler: Harvard-MIT Division of Health Sciences and Technology, Cambridge, Massachusetts, USA
- Suramya Pokharel: Tribhuvan University, Kathmandu, Nepal
- Sylvain Lan
- Sylvain Takerkart: CNRS, Institut des Neurosciences de la Timone, Marseille, France
- Tamer Gezici: Bilkent University
- Tarun Samanta: Acharya Prafulla Chandra College
- Taylor Salo: Lifespan Informatics & Neuroimaging Center, University of Pennsylvania, USA
- Thomas Bazeille: Inria, Saclay, France
- Tom Vanasse: Wisconsin Institute for Sleep and Consciousness, USA
- Vasco Diogo
- Vincent Michel: https://www.logilab.fr/
- Virgile Fritsch: Inria, Saclay, France
- Yaroslav Halchenko: Dartmouth College, PBS, Hanover, New Hampshire, USA
- Yasmin Mzayek: Inria, Saclay, France
- Zvi Baratz: Tel-Aviv University, Israel
- Óscar Nájera: Checkmk
Himanshu Aggarwal is paid by INRIA.
Rémi Gau is paid by a grant from the Chan Zuckerberg Initiative
Alexandre Abraham, Gael Varoquaux, Kamalakar Reddy Daddy, Loic Estève, Mehdi Rahim, Philippe Gervais were paid by the NiConnect <parietal/research/spatial_patterns/niconnect/>
. project, funded by the French Investissement d'Avenir.
Kshitij Chawla was paid by INRIA.
Yasmin Mzayek and Nicolas Gensollen were paid by the Human Brain Project .
NiLearn is also supported by DigiCosme and DataIA .
If you want to cite Nilearn, we suggest you do it using our Zenodo DOI:
@software{Nilearn,
author = {Nilearn contributors},
license = {BSD-4-Clause},
title = {{nilearn}},
url = {https://github.com/nilearn/nilearn},
doi = {https://doi.org/10.5281/zenodo.8397156}
}
Nilearn's Research Resource Identifier (RRID) is: RRID:SCR_001362
There is no paper published about nilearn. However, the patterns underlying the package have been described in: Machine learning for neuroimaging with scikit-learn.
A huge amount of work goes into scikit-learn <>
, upon which nilearn relies heavily. Researchers who invest their time in developing and maintaining the package deserve recognition with citations. In addition, the INRIA MIND Project Team <mind>
needs citations to the paper in order to justify paying a software engineer on the project. To guarantee the future of the toolkit, if you use it, please cite it.
See the scikit-learn documentation on how to cite <about.html#citing-scikit-learn>
.