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allow Y to be uncertain

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Zhenwen Dai 2015-08-07 13:37:47 +01:00
parent 34a1b8cf8e
commit 9217438d90
1 changed files with 3 additions and 1 deletions
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4
GPy/core/gp.py
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@ -60,9 +60,11 @@ class GP(Model):
self.normalizer.scale_by(Y) self.normalizer.scale_by(Y)
self.Y_normalized = ObsAr(self.normalizer.normalize(Y)) self.Y_normalized = ObsAr(self.normalizer.normalize(Y))
self.Y = Y self.Y = Y
else: elif isinstance(Y, np.ndarray):
self.Y = ObsAr(Y) self.Y = ObsAr(Y)
self.Y_normalized = self.Y self.Y_normalized = self.Y
else:
self.Y = Y
if Y.shape[0] != self.num_data: if Y.shape[0] != self.num_data:
#There can be cases where we want inputs than outputs, for example if we have multiple latent #There can be cases where we want inputs than outputs, for example if we have multiple latent