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        "description": "# Causal Dynamic Network Modeling\ncdn-fmri is a Python-based package implementing causal dynamic network analysis for Functional magnetic resonance imaging (fMRI). It aims to improve the dynamic causal modeling with the optimization based method. Our optimization-based method and algorithm compute efficiently the ODE parameters from fMRI data, instead of comparing potentially a huge number of candidate ODE models. For a detailed introduction of dynamic causal modeling, see [(1)].\n\n\n\n## Getting Started\nThis package supports both python 2.7 and python 3.6.\n\nThe example provided in the repo has been tested in mac os and Linux environment. \n\nThese instructions will get you a copy of the project up running on your local machine for development and testing purposes. \n\nThis package is also published in pypi.  For a quick installation, try\n\n```\npip install cdn-fmri \n```\n\n### Prerequisites\n\nWhat things you need to install the software and how to install them\n\n```\nSee setup.py for details of packages requirements. \n```\n\n### Installing from GitHub\n\n\nDownload the packages by using git clone https://github.com/xuefeicao/cdn.git\n\n```\npython setup.py install\n```\n\nIf you experience problems related to installing the dependency Matplotlib on OSX, please see https://matplotlib.org/faq/osx_framework.html \n\n### Intro to our package\nAfter installing our package locally, try to import cdn in your python environment and learn about package's function. \nNote: our package name in pypi is cdn-fmri.\n```\nimport cdn.cdn_analysis as cdn_analysis\nhelp(cdn_analysis.cdn_multi_sub)\n```\n\n\n### Examples\n```\nThe examples subfolder includes a basic analysis of CDN analysis.\n```\n\n## Built With\n\n* Python 2.7\n\n## Compatibility\n* python 2.7\n* python 3.6 \n\n## Authors\n\n* **Xuefei Cao** - *Maintainer* - (https://github.com/xuefeicao)\n* **Xi Luo** (http://bigcomplexdata.com/)\n* **Bj\u00f6rn Sandstede** (http://www.dam.brown.edu/people/sandsted/)\n\n\n## License\n\nThis project is licensed under the MIT License - see the LICENSE file for details\n\n[(1)]:http://www.fil.ion.ucl.ac.uk/~karl/Dynamic%20causal%20modelling.pdf\n\n\n",
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