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Merge branch 'devel' into mrd

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Max Zwiessele 2013-04-16 12:38:37 +01:00
commit 3baeeb1e35
6 changed files with 170 additions and 75 deletions
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6
GPy/examples/dimensionality_reduction.py
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@ -42,12 +42,12 @@ def BGPLVM(seed=default_seed):
return m
def GPLVM_oil_100(optimize=True, M=15):
def GPLVM_oil_100(optimize=True):
data = GPy.util.datasets.oil_100()
# create simple GP model
kernel = GPy.kern.rbf(6, ARD=True) + GPy.kern.bias(6)
m = GPy.models.GPLVM(data['X'], 6, kernel=kernel, M=M)
kernel = GPy.kern.rbf(6, ARD = True) + GPy.kern.bias(6)
m = GPy.models.GPLVM(data['X'], 6, kernel=kernel)
m.data_labels = data['Y'].argmax(axis=1)
# optimize