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        "author": "Fangzhou Mu",
        "author_email": "fmu2@wisc.edu",
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            "Development Status :: 3 - Alpha",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3 :: Only",
            "Topic :: Scientific/Engineering :: Bio-Informatics"
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        "description": "# ml4bio\n[![PyPI](https://img.shields.io/pypi/v/ml4bio.svg)](https://pypi.org/project/ml4bio/)\n[![Build status](https://travis-ci.org/gitter-lab/ml4bio.svg?branch=master)](https://travis-ci.org/gitter-lab/ml4bio)\n[![Build status](https://ci.appveyor.com/api/projects/status/c128ywv2o2156k0k/branch/master?svg=true)](https://ci.appveyor.com/project/gitter-lab/ml4bio/branch/master)\n\nThis packge is a graphical interface wrapper for sklearn classification.\nIt is intended to be used with the [ml-bio-workshop](https://github.com/gitter-lab/ml-bio-workshop) training materials.\n\n## Python environment\n\nRequires:\n- Python 3.5\n- pandas\n- numpy\n- sklearn\n- matplotlib\n- pyqt 5\n- scipy\n\nSee `conda_env.yml` for one set of compatible package versions.\nCreate the `ml4bio` [conda environment](https://conda.io/docs/user-guide/tasks/manage-environments.html) with the command `conda env create -f conda_env.yml`.\nOn Linux, activate the environment with `source activate ml4bio`.\nOn Windows, activate the environment with `activate ml4bio`.\n\nThe full Anaconda installation also provides all required dependencies.\n\n## Running\n\nThe ml-bio-workshop repository provides [scripts](https://github.com/gitter-lab/ml-bio-workshop/tree/master/scripts) for installing and launching the ml4bio GUI.\nOnce the ml4bio package and its dependencies have been installed, the GUI can be launched using the `ml4bio` command from the command line.\n\n## Third party materials\nThe icons in the `ml4bio/icons` directory were downloaded from http://thenounproject.com under the Creative Commons license.\nInstructions on how to give credit to the creators: [link](https://thenounproject.zendesk.com/hc/en-us/articles/200509928-How-do-I-give-creators-credit-in-my-work-)\n\nAdd this attribution where appropriate:\n> Created by sachin modgekar from Noun Project.\n\n\n",
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