def useInference(self, newInf):
if newInf == "Laplace":
self.inffunc = inf.FITC_Laplace()
elif newInf == "EP":
self.inffunc = inf.FITC_EP()
else:
raise Exception('Possible inf values are "Laplace", "EP".')
def useInference(self, newInf):
'''
Use another inference techinique other than default exact inference.
:param str newInf: 'Laplace' or 'EP'
'''
if newInf == "Laplace":
self.inffunc = inf.FITC_Laplace()
else:
raise Exception('Possible inf values are "Laplace".')
def useLaplace_FITC(self):
"""use Laplace approxiamation other than EP"""
self.inffunc = inf.FITC_Laplace()