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        "author": "Vivek Kulkarni",
        "author_email": "viveksck@gmail.com",
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            "Development Status :: 2 - Pre-Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Natural Language :: English",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.6",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.3",
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        "description": "===============================\nchangepoint\n===============================\n\n.. image:: https://badge.fury.io/py/changepoint.png\n    :target: http://badge.fury.io/py/changepoint\n\n.. image:: https://travis-ci.org/viveksck/changepoint.png?branch=master\n        :target: https://travis-ci.org/viveksck/changepoint\n\n.. image:: https://pypip.in/d/changepoint/badge.png\n        :target: https://pypi.python.org/pypi/changepoint\n\n\nChange point detection in Time series\n\n* Free software: BSD license\n* Documentation: https://changepoint.readthedocs.org.\n\nFeatures\n--------\n\n* This package implements a mean shift model for change point detection in time series\n* This package also provides a python binding to some of the R functions in the changepoint package to detect change points.\n\nExample Usage\n-------------\n\n    import numpy as np\n    from changepoint.mean_shift_model import MeanShiftModel\n    ts = np.concatenate([np.random.normal(0, 0.1, 100), np.random.normal(10, 0.1, 100)])\n    model = MeanShiftModel()\n    stats_ts, pvals, nums = model.detect_mean_shift(ts, B=1000)\n\nRequirements\n------------\n* numpy\n* scipy\n* rpy2\n* more_itertools\n* joblib\n* argpatse\n\n(may have to be independently installed) \n\n\n\nInstallation\n------------\n#. cd changepoint\n#. pip install -r requirements.txt \n#. python setup.py install\n\n\n\n\n\nHistory\n-------\n\n0.1.0 (2015-02-20)\n---------------------\n\n* First release on PyPI.",
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