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Fixed small bug in m.plot() when samples are shown

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Nicolas 2013-02-01 09:44:43 +00:00
parent 6656393441
commit d8ca31121b
1 changed files with 1 additions and 0 deletions
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GPy/models/GP_regression.py
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@ -207,6 +207,7 @@ class GP_regression(model):
m,v = self.predict(Xnew,slices=which_functions)
gpplot(Xnew,m,v)
if samples:
m,v = self.predict(Xnew,slices=which_functions,full_cov=True)
s = np.random.multivariate_normal(m.flatten(),v,samples)
pb.plot(Xnew.flatten(),s.T, alpha = 0.4, c='#3465a4', linewidth = 0.8)
pb.plot(Xorig,Yorig,'kx',mew=1.5)