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allowing the passing of 1D X to a GP. with warning of course

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James Hensman 2013-11-13 12:46:59 +00:00
parent 68709cfa77
commit 0fa287c044
1 changed files with 4 additions and 1 deletions
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5
GPy/core/gp_base.py
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@ -14,8 +14,11 @@ class GPBase(Model):
Here we define some functions that are use Here we define some functions that are use
""" """
def __init__(self, X, likelihood, kernel, normalize_X=False): def __init__(self, X, likelihood, kernel, normalize_X=False):
if len(X.shape)==1:
X = X.reshape(-1,1)
warning.warn("One dimension output (N,) being reshaped to (N,1)")
self.X = X self.X = X
assert len(self.X.shape) == 2 assert len(self.X.shape) == 2, "too many dimensions for X input"
self.num_data, self.input_dim = self.X.shape self.num_data, self.input_dim = self.X.shape
assert isinstance(kernel, kern.kern) assert isinstance(kernel, kern.kern)
self.kern = kernel self.kern = kernel