def __init__(self, ticks):
super(TimeModel, self).__init__()
self.hourdist = DataItem([(i, 0) for i in range(6)])
self.wdaydist = DataItem([(i, 0) for i in range(7)])
self.mdaydist = DataItem([(i, 0) for i in range(32)])
if isinstance(ticks[0], datetime):
for i in range(len(ticks)):
ticks[i] = ticks[i].timetuple()
for tick in ticks:
self.hourdist[tick.tm_hour / 4] += 1
self.mdaydist[tick.tm_mday] += 1
self.wdaydist[tick.tm_wday] += 1
self.hourdist = norm_v1(self.hourdist)
self.wdaydist = norm_v1(self.wdaydist)
self.mdaydist = norm_v1(self.mdaydist)
def __init__(self, ticks):
super(TimeModel, self).__init__()
self.hourdist = DataItem([(i, 0) for i in range(6)])
self.wdaydist = DataItem([(i, 0) for i in range(7)])
self.mdaydist = DataItem([(i, 0) for i in range(32)])
if isinstance(ticks[0], datetime):
for i in range(len(ticks)):
ticks[i] = ticks[i].timetuple()
for tick in ticks:
self.hourdist[tick.tm_hour / 4] += 1
self.mdaydist[tick.tm_mday] += 1
self.wdaydist[tick.tm_wday] += 1
self.hourdist = norm_v1(self.hourdist)
self.wdaydist = norm_v1(self.wdaydist)
self.mdaydist = norm_v1(self.mdaydist)
def __init__(self, text):
super(LanguageModel, self).__init__(norm_v1(bgdist(f_tf(text))))