{"id":13688712,"url":"https://github.com/MIPLabCH/nigsp","last_synced_at":"2025-05-01T20:30:33.773Z","repository":{"id":40547550,"uuid":"446805866","full_name":"MIPLabCH/nigsp","owner":"MIPLabCH","description":"NiGSP: a module for graph signal processing on neuroimaging 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alt=\"nigsp\" src=\"https://github.com/miplabch/nigsp/blob/master/logos/png/full_logos/nigsp_logo_coral_background.png\" height=\"150\"\u003e\n\nNiGSP\n=====\n\n[![Latest version](https://img.shields.io/github/v/release/MIPLabCH/nigsp?style=flat\u0026logo=github\u0026sort=semver)](https://github.com/MIPLabCH/nigsp/releases)\n[![Release date](https://img.shields.io/github/release-date/MIPLabCH/nigsp?style=flat\u0026logo=github)](https://github.com/MIPLabCH/nigsp/releases)\n[![Auto Release](https://img.shields.io/badge/release-auto.svg?style=flat\u0026colorA=888888\u0026colorB=9B065A\u0026label=auto\u0026logo=data:image/png;base64,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)](https://github.com/intuit/auto)\n\n[![See the documentation at: https://nigsp.readthedocs.io](https://img.shields.io/badge/docs-read%20latest-informational?style=flat\u0026logo=readthedocs)](https://nigsp.readthedocs.io/en/latest/?badge=latest)\n[![Latest DOI](https://zenodo.org/badge/446805866.svg?style=flat\u0026logo=zenodo)](https://zenodo.org/badge/latestdoi/446805866)\n\u003c!-- For badge only:\n[![Latest DOI](https://img.shields.io/badge/DOI-\u003cNEWDOI\u003e%2Fzenodo.7842386-blue?style=for-the-badge\u0026logo=zenodo)](https://img.shields.io/badge/DOI-\u003cNEWDOI\u003e%2Fzenodo.7842386-blue?style=for-the-badge\u0026logo=zenodo)\n--\u003e\n[![Licensed Apache 2.0](https://img.shields.io/github/license/MIPLabCH/nigsp?style=flat\u0026logo=apache)](https://github.com/MIPLabCH/nigsp/blob/master/LICENSE)\n\n[![Codecov](https://img.shields.io/codecov/c/gh/MIPlabCH/nigsp?style=flat\u0026label=codecov\u0026logo=codecov)](https://codecov.io/gh/MIPLabCH/nigsp)\n[![Build Status](https://img.shields.io/circleci/build/github/MIPLabCH/nigsp?style=flat\u0026label=circleci\u0026logo=circleci)](https://circleci.com/gh/MIPLabCH/nigsp)\n[![Documentation Status](https://img.shields.io/readthedocs/nigsp?style=flat\u0026label=readthedocs\u0026logo=readthedocs)](https://nigsp.readthedocs.io/en/latest/?badge=latest)\n\n[![Latest version](https://img.shields.io/pypi/v/nigsp?style=flat\u0026logo=pypi\u0026logoColor=white)](https://pypi.org/project/nigsp/)\n[![Supports python version](https://img.shields.io/pypi/pyversions/nigsp?style=flat\u0026logo=python\u0026logoColor=white)](https://pypi.org/project/nigsp/)\n\n\u003c!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --\u003e\n[![All Contributors](https://img.shields.io/badge/all_contributors-5-orange.svg?style=flat)](#contributors)\n\u003c!-- ALL-CONTRIBUTORS-BADGE:END --\u003e\n\n\nA python library (and toolbox!) to run Graph Signal Processing on multimodal MRI data.\nFull documentation [on ReadTheDocs](https://nigsp.readthedocs.io/en/latest)\n\n**The project is currently under development stage beta**.\nAny suggestion/bug report is welcome! Feel free to open an issue.\n\nThis project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!\n\nCite\n====\n\nIf you use `nigsp` in your work, **please cite either the all-time Zenodo DOI** [![general Zenodo DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6373436.svg)](https://zenodo.org/badge/latestdoi/446805866) **or the Zenodo DOI related to the version you are using**.\nPlease cite the following paper(s) too:\n\u003e Preti, M.G., Van De Ville, D. _Decoupling of brain function from structure reveals regional behavioral specialization in humans_. Nat Commun 10, 4747 (2019). https://doi.org/10.1038/s41467-019-12765-7.\n\nIf you are using the Couple/Decoupled Functional Connectivity, please cite also:\n\u003e Griffa, A., et al. _Brain structure-function coupling provides signatures for task decoding and individual fingerprinting_. NeuroImage 250, 118970 (2022). https://doi.org/10.1016/j.neuroimage.2022.118970.\n\n\u003c!-- ## Contributors ✨\n\nThanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)): --\u003e\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --\u003e\n\u003c!-- prettier-ignore-start --\u003e\n\u003c!-- markdownlint-disable --\u003e\n\u003ctable\u003e\n  \u003ctbody\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"20%\"\u003e\u003ca href=\"https://github.com/smoia\"\u003e\u003cimg src=\"https://avatars3.githubusercontent.com/u/35300580?v=4?s=100\" width=\"100px;\" alt=\"Stefano Moia\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eStefano Moia\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#ideas-smoia\" title=\"Ideas, Planning, \u0026 Feedback\"\u003e🤔\u003c/a\u003e \u003ca href=\"https://github.com/smoia/nigsp/commits?author=smoia\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"#infra-smoia\" title=\"Infrastructure (Hosting, Build-Tools, etc)\"\u003e🚇\u003c/a\u003e \u003ca href=\"https://github.com/smoia/nigsp/commits?author=smoia\" title=\"Documentation\"\u003e📖\u003c/a\u003e \u003ca href=\"#projectManagement-smoia\" title=\"Project Management\"\u003e📆\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"20%\"\u003e\u003ca href=\"https://github.com/NawalK\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/7520520?v=4?s=100\" width=\"100px;\" alt=\"Nawal Kinani\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eNawal Kinani\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#design-NawalK\" title=\"Design\"\u003e🎨\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"20%\"\u003e\u003ca href=\"https://github.com/mscheltienne\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/73893616?v=4?s=100\" width=\"100px;\" alt=\"Mathieu Scheltienne\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eMathieu Scheltienne\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#infra-mscheltienne\" title=\"Infrastructure (Hosting, Build-Tools, etc)\"\u003e🚇\u003c/a\u003e \u003ca href=\"#platform-mscheltienne\" title=\"Packaging/porting to new platform\"\u003e📦\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"20%\"\u003e\u003ca href=\"https://github.com/gpreti\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/50864430?v=4?s=100\" width=\"100px;\" alt=\"Maria Giulia Preti\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eMaria Giulia Preti\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#mentoring-gpreti\" title=\"Mentoring\"\u003e🧑‍🏫\u003c/a\u003e \u003ca href=\"#ideas-gpreti\" title=\"Ideas, Planning, \u0026 Feedback\"\u003e🤔\u003c/a\u003e \u003ca href=\"https://github.com/smoia/nigsp/commits?author=gpreti\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"#content-gpreti\" title=\"Content\"\u003e🖋\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"20%\"\u003e\u003ca href=\"http://miplab.epfl.ch/\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/25682226?v=4?s=100\" width=\"100px;\" alt=\"Dimitri Van De Ville\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eDimitri Van De Ville\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#mentoring-dvdevill\" title=\"Mentoring\"\u003e🧑‍🏫\u003c/a\u003e \u003ca href=\"#ideas-dvdevill\" title=\"Ideas, Planning, \u0026 Feedback\"\u003e🤔\u003c/a\u003e \u003ca href=\"#content-dvdevill\" title=\"Content\"\u003e🖋\u003c/a\u003e \u003ca href=\"#financial-dvdevill\" title=\"Financial\"\u003e💵\u003c/a\u003e\u003c/td\u003e\n    \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\n\u003c!-- markdownlint-restore --\u003e\n\u003c!-- prettier-ignore-end --\u003e\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:END --\u003e\n\n\nLicense\n-------\n\nCopyright 2022, Stefano Moia, EPFL.\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMIPLabCH%2Fnigsp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FMIPLabCH%2Fnigsp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMIPLabCH%2Fnigsp/lists"}