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[#198] checking input dim versus X dim and raising a warning if there is a missmatch

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mzwiessele 2015-10-13 08:25:13 +01:00
parent 70bc2fbe99
commit 5b57f75b62
3 changed files with 12 additions and 5 deletions
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GPy/core/gp.py
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@ -83,6 +83,9 @@ class GP(Model):
assert isinstance(likelihood, likelihoods.Likelihood)
self.likelihood = likelihood
if self.kern._effective_input_dim != self.X.shape[1]:
warnings.warn("Your kernel has a different input dimension {} then the given X dimension {}. Be very sure this is what you want and you have not forgotten to set the right input dimenion in your kernel".format(self.kern._effective_input_dim, self.X.shape[1]))
#handle the mean function
self.mean_function = mean_function
if mean_function is not None: