Multi-channel event detection

[thorwhalen]

A function that filters out false positives by conditioning detections expecting on
a given expectation of when a second channel should also detect the event.

Example/test

def event_detection_filter(channel_0, channel_1, min_lag, max_lag):
    """A function that filters out false positives by conditioning detections expecting on 
    a given expectation of when a second channel should also detect the event.

    Takes two binary streams ``channel_0`` and ``channel_1`` and returns a stream of 
    ``(channel, index)``
    anytime a detection in one channel is followed by a detection in the other within 
    ``[min_lag, max_lag]`` steps.
    The ``channel`` indicates where the event was first detected and the ``index`` 
    when it happened.
    """
    pass

>>> click_channel_0 = [1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0]
>>> click_channel_1 = [0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0]
>>> list(event_detection_filter(click_channel_0, click_channel_1, min_lag=1, max_lag=1))
[(1, 4), (0, 7)]