Metadata-Version: 1.0
Name: pydetect
Version: 0.2.0
Summary: Change point and anomaly detector for time-series
Home-page: http://pydetect.readthedocs.org/en/stable
Author: sinhrks
Author-email: sinhrks@gmail.com
License: BSD
Description: pydetect
        ========
        
        .. image:: https://readthedocs.org/projects/pydetect/badge/?version=latest
            :target: http://pydetect.readthedocs.org/en/latest/
            :alt: Latest Docs
        .. image:: https://travis-ci.org/sinhrks/pydetect.svg?branch=master
            :target: https://travis-ci.org/sinhrks/pydetect
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        Change point and anomaly detections for time-series.
        See `notebook <https://github.com/sinhrks/pydetect/tree/master/notebook>`_ to check basic usage.
        
        Change point detection
        ----------------------
        
        Mean or / and variance shift (at most one change)
        """""""""""""""""""""""""""""""""""""""""""""""""
        
        - CUMSUM statistics
        
          - ``MeanDetector``
          - ``VarianceDetector``
          - ``MeanVarianceDetector``
        
        Anomaly detection
        -----------------
        
        Generalized ESD Test
        """"""""""""""""""""
        
        - ``GESDDetector``
        
          See http://www.itl.nist.gov/div898/handbook/eda/section3/eda35h3.htm
        
Platform: UNKNOWN
