def generate(self):
"""Generate a random float number between the biased range lowerLimit and upperLimit."""
# get position
position = self.lowerLimit + self.__binWidth*np.searchsorted(self.__scheme, generate_random_float()*self.__scheme[-1]) + self.__halfBinWidth
# find limits
minLim = max(self.lowerLimit, position-self.__halfBinWidth)
maxLim = min(self.upperLimit, position+self.__halfBinWidth)
# generate number
return minLim+generate_random_float()*(maxLim-minLim) + self.__halfBinWidth
def generate(self):
"""Generate a random intger number between the biased range lowerLimit and upperLimit."""
index = np.int( np.searchsorted(self.__scheme, generate_random_float()*self.__scheme[-1]) )
return self.lowerLimit + index
def generate(self):
"""Generate a random float number between lowerLimit and upperLimit."""
return np.float(self.__lowerLimit+generate_random_float()*self.__rang)