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likelihood is now parameterized

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This commit is contained in:
Max Zwiessele 2013-10-22 13:38:46 +01:00
parent e70203a1b2
commit 7f05dd4a43
1 changed files with 2 additions and 2 deletions
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4
GPy/likelihoods/gaussian.py
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@ -14,6 +14,7 @@ class Gaussian(likelihood):
:type normalize: False|True
"""
def __init__(self, data, variance=1., normalize=False):
super(Gaussian, self).__init__()
self.is_heteroscedastic = False
self.num_params = 1
self.Z = 0. # a correction factor which accounts for the approximation made
@ -33,10 +34,9 @@ class Gaussian(likelihood):
self._variance = np.asarray(variance) + 1
self.variance = np.asarray(variance)
self.set_as_parameter(noise_variance=self.variance)
self.set_as_parameter('noise_variance', self.variance, None)
# self._set_params(np.asarray(variance))
super(Gaussian, self).__init__()
def set_data(self, data):
self.data = data