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        "author": "Allston Mickey",
        "author_email": "allston.mickey@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Framework :: Flask",
            "Intended Audience :: Developers",
            "Intended Audience :: Education",
            "Intended Audience :: Financial and Insurance Industry",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python :: 3.6",
            "Topic :: Office/Business :: Financial :: Investment",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Software Development :: Libraries :: Python Modules"
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        "description": "|logo|\n\n|travis| |python| |license| |tag| |status|\n\nSpeculator predicts the price trend of cryptocurrencies like Bitcoin and\nEthereum.\n\nNormal markets will also be added in future updates.\n\nHow to get started\n------------------\nWith Python:\n\n::\n\n    python main.py\n\nWith Web RESTful API:\n\n::\n\n    python api.py\n    curl http://localhost:5000/api/public/predict -X GET\n\n**Example:**\n\n|example|\n\nUse the ``--help`` flag for a complete list of optional arguments.\nNote: A website for a friendly user experience is in development\n\nDependencies\n~~~~~~~~~~~~\n\nMake sure these packages are installed before running Speculator:\n\n- `Delorean <http://delorean.readthedocs.io/en/latest/install.html>`__, ``pip3 install delorean``\n\n- `requests <http://docs.python-requests.org/en/latest/user/install/#install>`__, ``pip3 install requests``\n\n- `NumPy <https://www.scipy.org/install.html>`__, ``pip3 install numpy``\n\n- `TensorFlow <https://www.tensorflow.org/install/>`__, ``pip3 install tensorflow``\n\n- `scikit-learn <http://scikit-learn.org/stable/install.html>`__, ``pip3 install scikit-learn``\n\n- `pandas <https://pandas.pydata.org/pandas-docs/stable/install.html>`__, ``pip3 install pandas``\n- `flask <http://flask.pocoo.org>`__, ``pip3 install flask``\n- `flask-cache <https://pythonhosted.org/Flask-Cache/>`__, ``pip3 install flask-cache``\n- `flask-restful <https://flask-restful.readthedocs.io/en/latest/installation.html>`__, ``pip3 install flask-restful``\n- `webargs <https://github.com/sloria/webargs>`__, ``pip3 install webargs``\n\nOr just use a one-liner:\n\n.. code:: bash\n\n    pip3 install delorean requests numpy tensorflow scikit-learn pandas flask flask-cache flask-restful webargs\n\nAPI\n~~~\n**Web RESTful:**\n\nFirst start the Flask API server with ``python api.py``.\nThen use HTTP methods like GET: ``curl http://localhost:5000/api/public/predict -X GET``\n\nFor a list of valid arguments in the URL, please check back tomorrow (12/20/17).\n\nI plan to start a server for anyone to access this without starting their own Flask server, but with only public access.\nStarting this on your own server with authentication for users (private access) will allow you to PUT/POST/DELETE your own market data and analyze that instead of the default.\nThis is currently in development and will be extended in the future.\n\n**Python:**\n\nSpeculator is available as a package on PyPi.\n\n::\n\n    pip3 install speculator\n\nIf you want to use or thoroughly understand Speculator\u2019s API, I\nrecommend checking out the `docs <https://github.com/amicks/Speculator/tree/master/docs/>`__, which features a fully\ndocumented example.\n\nProject Structure\n~~~~~~~~~~~~~~~~~\n\n::\n\n    LICENSE\n    README.md\n\n    docs\n        \\_ CONTRIBUTING.md\n        \\_ analysis.md\n        \\_ example.md\n        \\_ example.py\n        \\_ utils.md\n\n    speculator\n        \\_ api.py\n        \\_ main.py\n        \\_ market.py\n        \\_ features\n                    \\_ obv.py\n                    \\_ rsi.py\n                    \\_ sma.py\n                    \\_ so.py\n        \\_ models\n                 \\_ deep_neural_network.py\n                 \\_ random_forest.py\n        \\_ tests\n                \\_ integration\n                              \\_ test_poloniex.py\n                \\_ unit\n                       \\_ test_date.py\n                       \\_ test_poloniex.py\n                       \\_ test_obv.py\n                       \\_ test_rsi.py\n                       \\_ test_sma.py\n                       \\_ test_so.py\n                       \\_ test_stats.py\n        \\_ utils\n                \\_ date.py\n                \\_ poloniex.py\n                \\_ stats.py\n\nContact for Feedback, Questions, or Issues\n------------------------------------------\n\nFeel free to send me a message on Reddit at\n`/u/shneap <https://www.reddit.com/message/compose?to=shneap>`__. I am\nhappy to hear any concerns, good or bad, in order to progress the\ndevelopment of this project.\n\nContributing\n~~~~~~~~~~~~\n\nPlease read the detailed `contributing doc <https://github.com/amicks/Speculator/blob/master/docs/CONTRIBUTING.md>`__.\n\n.. |logo| image:: https://i.imgur.com/klemIi5.png\n.. |travis| image:: https://img.shields.io/travis/amicks/Speculator.svg\n   :target: https://travis-ci.org/amicks/Speculator\n.. |python| image:: https://img.shields.io/pypi/pyversions/Speculator.svg\n.. |license| image:: https://img.shields.io/pypi/l/Speculator.svg\n   :target: https://github.com/amicks/Speculator/blob/master/LICENSE\n.. |tag| image:: https://img.shields.io/github/tag/amicks/speculator.svg\n   :target: https://github.com/amicks/Speculator/archive/0.1.tar.gz\n.. |status| image:: https://img.shields.io/pypi/status/Speculator.svg\n.. |example| image:: https://i.imgur.com/5tB8zvJ.png",
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