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allowing the passing of 1D X to a GP. with warning of course
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1 changed files with 4 additions and 1 deletions
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@ -14,8 +14,11 @@ class GPBase(Model):
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Here we define some functions that are use
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"""
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def __init__(self, X, likelihood, kernel, normalize_X=False):
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if len(X.shape)==1:
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X = X.reshape(-1,1)
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warning.warn("One dimension output (N,) being reshaped to (N,1)")
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self.X = X
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assert len(self.X.shape) == 2
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assert len(self.X.shape) == 2, "too many dimensions for X input"
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self.num_data, self.input_dim = self.X.shape
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assert isinstance(kernel, kern.kern)
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self.kern = kernel
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