{ "info": { "author": "Thomas Cokelaer", "author_email": "cokelaer@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: BSD License", "Operating System :: OS Independent", "Programming Language :: Python :: 2.7", "Topic :: Scientific/Engineering :: Bio-Informatics", "Topic :: Scientific/Engineering :: Information Analysis", "Topic :: Scientific/Engineering :: Mathematics", "Topic :: Scientific/Engineering :: Physics", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": "############################################################################\nDREAMTools\n############################################################################\n\n.. image:: https://badge.fury.io/py/dreamtools.svg\n :target: https://pypi.python.org/pypi/dreamtools\n\n.. image:: https://secure.travis-ci.org/dreamtools/dreamtools.png\n :target: http://travis-ci.org/dreamtools/dreamtools\n\n.. image:: https://coveralls.io/repos/dreamtools/dreamtools/badge.png?branch=master\n :target: https://coveralls.io/r/dreamtools/dreamtools?branch=master\n\n.. image:: https://zenodo.org/badge/18543/dreamtools/dreamtools.svg\n :target: https://zenodo.org/badge/latestdoi/18543/dreamtools/dreamtools\n\n.. image:: http://readthedocs.org/projects/dreamtools/badge/?version=latest\n :target: http://dreamtools.readthedocs.org/en/latest/?badge=latest\n :alt: Documentation Status\n\n:Python version: DREAMTools is supported for Python 2.7, 3.4 and 3.5.\n Pre-compiled versions are available for Linux and MAC platforms through Anaconda\n and the **bioconda** channel.\n\n:Note about coverage: We do not run the entire test suite on Travis, which\n reports a 40% test coverage. Note however, that the actual\n test coverage is about 80%.\n:Contributions: Please join https://github.com/dreamtools/dreamtools\n:Online documentation: `On readthedocs `_\n:Issues and bug reports: `On github `_\n:How to cite: Cokelaer T, Bansal M, Bare C et al. DREAMTools: a Python\n package for scoring collaborative challenges [version 1; referees:\n awaiting peer review] F1000Research 2015, 4:1030\n (doi: 10.12688/f1000research.7118.1)\n `F1000 link `_\n\n.. won't appear on github but within the sphinx doc\n.. image:: ../dreamtools_logo.png\n :width: 50%\n\n.. contents::\n\nOverview\n----------------\n\nMotivation\n~~~~~~~~~~~~\n\n**DREAMTools** aims at sharing code used in the scoring of `DREAM `_ challenges that pose fundamental questions about system biology and translational medicine.\n\nThe main goals of **DREAMTools** are to provide:\n\n#. Scoring functions equivalent to those used during past DREAM challenges for **end-users** via a standalone application (called **dreamtools**).\n#. A common place for **developers** involved in the DREAM challenges to share code\n\n**DREAMTools** does not provide code related to aggregation,\nleaderboards, or more complex analysis even though such code\nmay be provided (e.g., in D8C1 challenge).\n\nNote that many scoring functions requires data hosted on `Synapse `_ . We therefore strongly encourage you to **register to Synapse**. Depending on the challenge, you may be requested to accept terms of agreements to use the data.\n\nInstallation\n-----------------\n\nFor those familiar with Python, you may use the `pip executable `_ provided with Python. It will install the latest release of **DREAMTools** and the dependencies::\n\n pip install cython\n pip install dreamtools\n\nIf you are not familiar with compilation and/or Python, you may use `conda `_ since we have pre-compiled packages with a conda channel called **bioconda**::\n\n conda config --add channels r\n conda config --add channels bioconda\n conda install dreamtools\n\nSee `Installation section on RTD `_ for details.\n\nUsage\n~~~~~~~~~\n**DREAMTools** can be used by developers as a Python package::\n\n >>> from dreamtools import D6C3\n >>> s = D6C3()\n >>> s.score(s.download_template())\n {'results': chi2 53.980741\n R-square 34.733565\n Spearman(Sp) 0.646917\n Pearson(Cp) 0.647516\n dtype: float64}\n\nA standalone application can be used from a terminal. The executable is called **dreamtools**. Here is an example::\n\n dreamtools --challenge D6C3 --submission path_to_a_file\n\nSee `online documentation on `_ for more details\nand examples. 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