def __init__(self, bufferSize, epsilon, delta, historySize=0):
self.epsilon = epsilon
self.delta = delta
self.buffer = CircularList(bufferSize) # moving average buffer
self.models = ModelList(historySize)
self.mask = None
self.time = 0
self.movingAverage = 'No Moving Average'
self.movingAverageDistance = -1
self.modelVectorsDistance = -1
self.winner = 'No Winner'
self.newWinnerIndex = -1
self.previousWinnerIndex = -1
self.verbosity = 0
self.tolerance = delta
self.addModels = 1
self.winnerCount = 0
self.printDistance = 0
self.newModelVector = (None, None)
self.mapModelVector = (None, None)
def addItem(self, vector):
tmp = CircularList(self.bucketSize)
tmp.vector = vector
tmp.counter = 0
CircularList.addItem(self, tmp)
