Metadata-Version: 1.1
Name: trouve
Version: 0.4.2
Summary: Event detection and transformation for time-series data
Home-page: https://github.com/rwhitt2049/trouve
Author: Ry Whittington
Author-email: rwhitt2049@gmail.com
License: MIT
Description: Trouve
        ======
        
        |Build Status| |Version Status|
        
        A package to search for events in time-series data that match a boolean condition. Various
        transformation functions are built in to filter and alter events.
        
        See Trouve's documentation at https://trouve.readthedocs.io
        
        Install
        -------
        ``trouve`` is on the Python Package Index (PyPI):
        
        ::
        
           pip install trouve
        
        Dependencies
        ------------
        
        * ``numpy``
        
        * ``pandas``
        
        * ``toolz``
        
        Example
        -------
        
        This finds events in a short sample of 1Hz, time-series data and filters out events based
        on their duration
        
        .. code-block::
        
           >>> import numpy as np
           >>> from trouve import find_events
           >>> import trouve.transformations as tt
           >>> x = np.array([1, 2, 2, 2, 0, 1, 2, 0, 2, 2])
           >>> period = 1 # period = 1 / sample_rate
           >>> duration_filter = tt.filter_durations(2, 3)
           >>> events = find_events(x == 2, period, duration_filter)
           >>> len(events)
           2
           >>> events.as_array()
           array([ 0.,  1.,  1.,  1.,  0.,  0.,  0.,  0.,  1.,  1.])
        
        .. |Build Status| image:: https://travis-ci.org/rwhitt2049/trouve.svg?branch=master
           :target: https://travis-ci.org/rwhitt2049/trouve
        
        .. |Version Status| image:: https://badge.fury.io/py/trouve.svg
           :target: http://badge.fury.io/py/trouve
Keywords: time_series,timeseries,iot,sensor
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Scientific/Engineering
