Metadata-Version: 1.1
Name: changepoint
Version: 0.1.0
Summary: Change point detection in Time series
Home-page: https://github.com/viveksck/changepoint
Author: Vivek Kulkarni
Author-email: viveksck@gmail.com
License: BSD
Description: ===============================
        changepoint
        ===============================
        
        .. image:: https://badge.fury.io/py/changepoint.png
            :target: http://badge.fury.io/py/changepoint
        
        .. image:: https://travis-ci.org/viveksck/changepoint.png?branch=master
                :target: https://travis-ci.org/viveksck/changepoint
        
        .. image:: https://pypip.in/d/changepoint/badge.png
                :target: https://pypi.python.org/pypi/changepoint
        
        
        Change point detection in Time series
        
        * Free software: BSD license
        * Documentation: https://changepoint.readthedocs.org.
        
        Features
        --------
        
        * This package implements a mean shift model for change point detection in time series
        * This package also provides a python binding to some of the R functions in the changepoint package to detect change points.
        
        Example Usage
        -------------
        
            import numpy as np
            from changepoint.mean_shift_model import MeanShiftModel
            ts = np.concatenate([np.random.normal(0, 0.1, 100), np.random.normal(10, 0.1, 100)])
            model = MeanShiftModel()
            stats_ts, pvals, nums = model.detect_mean_shift(ts, B=1000)
        
        Requirements
        ------------
        * numpy
        * scipy
        * rpy2
        * more_itertools
        * joblib
        * argpatse
        
        (may have to be independently installed) 
        
        
        
        Installation
        ------------
        #. cd changepoint
        #. pip install -r requirements.txt 
        #. python setup.py install
        
        
        
        
        
        History
        -------
        
        0.1.0 (2015-02-20)
        ---------------------
        
        * First release on PyPI.
        
Keywords: changepoint
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
