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Ricardo Andrade 2013-01-29 18:01:47 +00:00
parent 0a88df62c3
commit bb1e0021d7
2 changed files with 48 additions and 92 deletions
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4
GPy/models/GP.py
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@ -73,7 +73,6 @@ class GP(model):
self.EP = False
self.Y = Y
self.beta = 100.#FIXME beta should be an explicit parameter for this model
# Here's some simple normalisation
if normalize_Y:
self._Ymean = Y.mean(0)[None,:]
@ -88,8 +87,9 @@ class GP(model):
self.YYT = np.dot(self.Y, self.Y.T)
else:
self.YYT = None
else:
if self.D > 1:
raise NotImplementedError, "EP is not implemented for D > 1"
# Y is defined after approximating the likelihood
self.EP = True
self.eta,self.delta = power_ep