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Merge branch 'master' of github.com:SheffieldML/GPy

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Ricardo Andrade 2013-03-11 14:54:41 +00:00
commit 4b9064bb0e
9 changed files with 51 additions and 32 deletions
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9
GPy/examples/tutorials.py
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@ -90,7 +90,7 @@ def tuto_kernel_overview():
# Sum of kernels
k_add = k1.add(k2)
k_addorth = k1.add_orthogonal(k2)
k_addorth = k1.add_orthogonal(k2)
pb.figure(figsize=(8,8))
pb.subplot(2,2,1)
@ -199,3 +199,10 @@ def tuto_kernel_overview():
WN[100] = 1.
pb.subplot(3,4,i+1)
pb.plot(X,WN,'b')
def model_interaction():
X = np.random.randn(20,1)
Y = np.sin(X) + np.random.randn(*X.shape)*0.01 + 5.
k = GPy.kern.rbf(1) + GPy.kern.bias(1)
return GPy.models.GP_regression(X,Y,kernel=k)