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fixing some examples
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2 changed files with 4 additions and 1 deletions
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@ -24,6 +24,9 @@ class GPBase(model.model):
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self._Xmean = X.mean(0)[None, :]
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self._Xmean = X.mean(0)[None, :]
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self._Xstd = X.std(0)[None, :]
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self._Xstd = X.std(0)[None, :]
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self.X = (X.copy() - self._Xmean) / self._Xstd
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self.X = (X.copy() - self._Xmean) / self._Xstd
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else:
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self._Xmean = np.zeros((1,self.Q))
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self._Xstd = np.ones((1,self.Q))
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super(GPBase, self).__init__()
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super(GPBase, self).__init__()
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@ -31,5 +31,5 @@ class GP_regression(GP):
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likelihood = likelihoods.Gaussian(Y,normalize=normalize_Y)
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likelihood = likelihoods.Gaussian(Y,normalize=normalize_Y)
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super(GP_regression, self).__init__(self, X, likelihood, kernel, normalize_X=normalize_X)
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super(GP_regression, self).__init__(X, likelihood, kernel, normalize_X=normalize_X)
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self._set_params(self._get_params())
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self._set_params(self._get_params())
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