{"id":18877850,"url":"https://github.com/filipinascimento/bl-network-nullmodel","last_synced_at":"2026-02-19T06:30:19.135Z","repository":{"id":140080416,"uuid":"238001281","full_name":"filipinascimento/bl-network-nullmodel","owner":"filipinascimento","description":"Generates an esemble of networks according to null models that try to reproduce the data. 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Erdos reyni (random), Barabási-Albert and Configuration model are implemented.\n\n### Authors\n- [Filipi N. Silva](https://filipinascimento.github.io)\n\n### Contributors\n- [Franco Pestilli](https://liberalarts.utexas.edu/psychology/faculty/fp4834)\n\n\n### Funding Acknowledgement\nbrainlife.io is publicly funded and for the sustainability of the project it is helpful to Acknowledge the use of the platform. We kindly ask that you acknowledge the funding below in your publications and code reusing this code.\n\n[![NSF-BCS-1734853](https://img.shields.io/badge/NSF_BCS-1734853-blue.svg)](https://nsf.gov/awardsearch/showAward?AWD_ID=1734853)\n[![NSF-BCS-1636893](https://img.shields.io/badge/NSF_BCS-1636893-blue.svg)](https://nsf.gov/awardsearch/showAward?AWD_ID=1636893)\n[![NSF-ACI-1916518](https://img.shields.io/badge/NSF_ACI-1916518-blue.svg)](https://nsf.gov/awardsearch/showAward?AWD_ID=1916518)\n[![NSF-IIS-1912270](https://img.shields.io/badge/NSF_IIS-1912270-blue.svg)](https://nsf.gov/awardsearch/showAward?AWD_ID=1912270)\n[![NIH-NIBIB-R01EB029272](https://img.shields.io/badge/NIH_NIBIB-R01EB029272-green.svg)](https://grantome.com/grant/NIH/R01-EB029272-01)\n\n\n### Citations\n1. Avesani, P., McPherson, B., Hayashi, S. et al. The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services. Sci Data 6, 69 (2019). [https://doi.org/10.1038/s41597-019-0073-y](https://doi.org/10.1038/s41597-019-0073-y)\n\n2. Barabási, Albert-László. Network science. Cambridge university press, 2016.\nHarvard [http://barabasi.com/networksciencebook/](http://barabasi.com/networksciencebook/)\n\n\n## Running the App \n\n### On Brainlife.io\n\nYou can submit this App online at [https://doi.org/10.25663/brainlife.app.277](https://doi.org/10.25663/brainlife.app.277) via the \"Execute\" tab.\n\n### Running Locally (on your machine)\nSingularity is required to run the package locally.\n\n1. git clone this repo.\n\n```bash\ngit clone \u003crepository URL\u003e\ncd \u003crepository PATH\u003e\n```\n\n2. Inside the cloned directory, edit `config-sample.json` with your data or use the provided data.\n\n3. Rename `config-sample.json` to `config.json` .\n\n```bash\nmv config-sample.json config.json\n```\n\n4. Launch the App by executing `main`\n\n```bash\n./main\n```\n\n### Sample Datasets\n\nA sample dataset is provided in folder `data` and `config-sample.json`\n\n## Output\n\nThe output is a `network` datatype containing just the generated realizations of the null model.\n\n\n### Dependencies\n\nThis App only requires [singularity](https://www.sylabs.io/singularity/) to run. If you don't have singularity, you will need to install the python packages defined in `environment.yml`, then you can run the code directly from python using:  \n\n```bash\n./main.py config.json\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffilipinascimento%2Fbl-network-nullmodel","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffilipinascimento%2Fbl-network-nullmodel","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffilipinascimento%2Fbl-network-nullmodel/lists"}