def __init__(self,
minValue,
maxValue,
baseThreshold=0.75,
restPeriod=30,
maxLeftSemiContextsLenght=7,
maxActiveNeuronsNum=15,
numNormValueBits=3):
self.minValue = float(minValue)
self.maxValue = float(maxValue)
self.restPeriod = restPeriod
self.baseThreshold = baseThreshold
self.maxActNeurons = maxActiveNeuronsNum
self.numNormValueBits = numNormValueBits
self.maxBinValue = 2**self.numNormValueBits - 1.0
self.fullValueRange = self.maxValue - self.minValue
if self.fullValueRange == 0.0:
self.fullValueRange = self.maxBinValue
self.minValueStep = self.fullValueRange / self.maxBinValue
self.leftFactsGroup = tuple()
self.contextOperator = ContextOperator(maxLeftSemiContextsLenght)
self.potentialNewContexts = []
self.aScoresHistory = [1.0]
