rwhitt2049 / trouve

Trouve

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

>>> 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, duration_filter, period=1)
>>> len(events)
2
>>> events.as_array()
array([ 0.,  1.,  1.,  1.,  0.,  0.,  0.,  0.,  1.,  1.])