def __init__(self, conf, data=None):
assert conf.TIME_UNIT_BASE_SIGNALS_NUMBER <= conf.UNIT_INPUT_HEIGHT
self.conf = conf
if data:
self.unit = Unit(conf, data=data['unit'])
else:
self.unit = Unit(conf)
self._buffer = Buffer([], size=self.conf.UNIT_INPUT_HEIGHT)
def reset(self):
"""
Forget all last signals (but not patterns).
While unit has not enough signals, prediction is not be possible
"""
self._buffer = Buffer([], size=self.conf.UNIT_INPUT_HEIGHT)
