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        "description": "pydetect\n========\n\n.. image:: https://readthedocs.org/projects/pydetect/badge/?version=latest\n    :target: http://pydetect.readthedocs.org/en/latest/\n    :alt: Latest Docs\n.. image:: https://travis-ci.org/sinhrks/pydetect.svg?branch=master\n    :target: https://travis-ci.org/sinhrks/pydetect\n.. image:: https://coveralls.io/repos/sinhrks/pydetect/badge.svg?branch=master&service=github\n    :target: https://coveralls.io/github/sinhrks/pydetect?branch=master\n\nChange point and anomaly detections for time-series.\nSee `notebook <https://github.com/sinhrks/pydetect/tree/master/notebook>`_ to check basic usage.\n\nChange point detection\n----------------------\n\nMean or / and variance shift (at most one change)\n\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\n\n- CUMSUM statistics\n\n  - ``MeanDetector``\n  - ``VarianceDetector``\n  - ``MeanVarianceDetector``\n\nAnomaly detection\n-----------------\n\nGeneralized ESD Test\n\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\n\n- ``GESDDetector``\n\n  See http://www.itl.nist.gov/div898/handbook/eda/section3/eda35h3.htm\n",
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