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        "author": "John J. H. Lin",
        "author_email": "john.jrhunglin@gmail.com",
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            "Development Status :: 2 - Pre-Alpha",
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            "Natural Language :: English",
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            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6"
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        "description": "################################################################################\ndeepdata_alpha\n################################################################################\n\nThe package is for developing algorithm in prediction.\n\nProject Setup\n*************\n\nHere we provide some details about the project setup. Most of the choices are explained in the `guide <https://guide.esciencecenter.nl>`_. Links to the relevant sections are included below.\nFeel free to remove this text when the development of the software package takes off.\n\nFor a quick reference on software development, we refer to `the software guide checklist <https://guide.esciencecenter.nl/best_practices/checklist.html>`_.\n\nVersion control\n---------------\n\nOnce your Python package is created, put it under\n`version control <https://guide.esciencecenter.nl/best_practices/version_control.html>`_!\nWe recommend using `git <http://git-scm.com/>`_ and `github <https://github.com/>`_.\n\n.. code-block:: console\n\n  cd deepdata_alpha\n  git init\n  git add -A\n  git commit\n\nTo put your code on github, follow `this tutorial <https://help.github.com/articles/adding-an-existing-project-to-github-using-the-command-line/>`_.\n\nPython versions\n---------------\n\nThis repository is set up with Python versions:\n* 3.4\n* 3.5\n* 3.6\n\nAdd or remove Python versions based on project requirements. `The guide <https://guide.esciencecenter.nl/best_practices/language_guides/python.html>`_ contains more information about Python versions and writing Python 2 and 3 compatible code.\n\nPackage management and dependencies\n-----------------------------------\n\nYou can use either `pip` or `conda` for installing dependencies and package management. This repository does not force you to use one or the other, as project requirements differ. For advice on what to use, please check `the relevant section of the guide <https://guide.esciencecenter.nl/best_practices/language_guides/python.html#dependencies-and-package-management>`_.\n\n* Dependencies should be added to `setup.py` in the `install_requires` list.\n\nPackaging/One command install\n-----------------------------\n\nYou can distribute your code using pipy or conda. Again, the project template does not enforce the use of either one. `The guide <https://guide.esciencecenter.nl/best_practices/language_guides/python.html#building-and-packaging-code>`_ can help you decide which tool to use for packaging.\n\nTesting and code coverage\n-------------------------\n\n* Tests should be put in the ``tests`` folder.\n* The ``tests`` folder contains:\n\n  - Example tests that you should replace with your own meaningful tests (file: ``test_deepdata_alpha``)\n  - A test that checks whether your code conforms to the Python style guide (PEP 8) (file: ``test_lint.py``)\n\n* The testing framework used is `PyTest <https://pytest.org>`_\n\n  - `PyTest introduction <http://pythontesting.net/framework/pytest/pytest-introduction/>`_\n\n* Tests can be run with ``python setup.py test``\n\n  - This is configured in ``setup.py`` and ``setup.cfg``\n\n* Use `Travis CI <https://travis-ci.com/>`_ to automatically run tests and to test using multiple Python versions\n\n  - Configuration can be found in ``.travis.yml``\n  - `Getting started with Travis CI <https://docs.travis-ci.com/user/getting-started/>`_\n\n* TODO: add something about code quality/coverage tool?\n* `Relevant section in the guide <https://guide.esciencecenter.nl/best_practices/language_guides/python.html#testing>`_\n\nDocumentation\n-------------\n\n* Documentation should be put in the ``docs`` folder. The contents have been generated using ``sphinx-quickstart`` (Sphinx version 1.6.5).\n* We recommend writing the documentation using Restructured Text (reST) and Google style docstrings.\n\n  - `Restructured Text (reST) and Sphinx CheatSheet <http://openalea.gforge.inria.fr/doc/openalea/doc/_build/html/source/sphinx/rest_syntax.html>`_\n  - `Google style docstring examples <http://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html>`_.\n\n* The documentation is set up with the Read the Docs Sphinx Theme.\n\n  - Check out the `configuration options <https://sphinx-rtd-theme.readthedocs.io/en/latest/>`_.\n\n* To generate html documentation run ``python setup.py build_sphinx``\n\n  - This is configured in ``setup.cfg``\n  - Alternatively, run ``make html`` in the ``docs`` folder.\n\n* The ``docs/_templates`` directory contains an (empty) ``.gitignore`` file, to be able to add it to the repository. This file can be safely removed (or you can just leave it there).\n* To put the documentation on `Read the Docs <https://readthedocs.org>`_, log in to your Read the Docs account, and import the repository (under 'My Projects').\n\n  - Include the link to the documentation in this README_.\n\n* `Relevant section in the guide <https://guide.esciencecenter.nl/best_practices/language_guides/python.html#writingdocumentation>`_\n\nCoding style conventions and code quality\n-----------------------------------------\n\n* Check your code style with ``prospector``\n* You may need run ``pip install .[dev]`` first, to install the required dependencies\n* You can use ``yapf`` to fix the readability of your code style and ``isort`` to format and group your imports\n* `Relevant section in the guide <https://guide.esciencecenter.nl/best_practices/language_guides/python.html#coding-style-conventions>`_\n\nPackage version number\n----------------------\n\n* We recommend using `semantic versioning <https://guide.esciencecenter.nl/best_practices/releases.html#semantic-versioning>`_.\n* For convenience, the package version is stored in a single place: ``deepdata_alpha/__version__.py``. For updating the version number, you only have to change this file.\n* Don't forget to update the version number before `making a release <https://guide.esciencecenter.nl/best_practices/releases.html>`_!\n\nCHANGELOG.rst\n-------------\n\n* Document changes to your software package\n* `Relevant section in the guide <https://guide.esciencecenter.nl/software/releases.html#changelogmd>`_\n\nCITATION.cff\n------------\n\n* To allow others to cite your software, add a ``CITATION.cff`` file\n* It only makes sense to do this once there is something to cite (e.g., a software release with a DOI).\n* Follow the `making software citable <https://guide.esciencecenter.nl/citable_software/making_software_citable.html>`_ section in the guide.\n\nCODE_OF_CONDUCT.rst\n-------------------\n\n* Information about how to behave professionally\n* `Relevant section in the guide <https://guide.esciencecenter.nl/software/documentation.html#code-of-conduct>`_\n\nCONTRIBUTING.rst\n----------------\n\n* Information about how to contribute to this software package\n* `Relevant section in the guide <https://guide.esciencecenter.nl/software/documentation.html#contribution-guidelines>`_\n\nMANIFEST.in\n-----------\n\n* List non-Python files that should be included in a source distribution\n* `Relevant section in the guide <https://guide.esciencecenter.nl/best_practices/language_guides/python.html#building-and-packaging-code>`_\n\nNOTICE\n------\n\n* List of attributions of this project and Apache-license dependencies\n* `Relevant section in the guide <https://guide.esciencecenter.nl/best_practices/licensing.html#notice>`_\n\nInstallation\n------------\n\nTo install deepdata_alpha, do:\n\n.. code-block:: console\n\n  git clone https://github.com/John/deepdata_alpha.git\n  cd deepdata_alpha\n  pip install .\n\n\nRun tests (including coverage) with:\n\n.. code-block:: console\n\n  python setup.py test\n\n\nDocumentation\n*************\n\n.. _README:\n\nInclude a link to your project's full documentation here.\n\nContributing\n************\n\nIf you want to contribute to the development of deepdata_alpha,\nhave a look at the `contribution guidelines <CONTRIBUTING.rst>`_.\n\nLicense\n*******\n\nCopyright (c) 2018, John J. 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