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more manual merging

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James Hensman 2013-04-12 22:45:24 +01:00
parent 1d094229df
commit 11a9e53059
1 changed files with 0 additions and 9 deletions
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9
GPy/examples/dimensionality_reduction.py
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@ -43,21 +43,12 @@ def BGPLVM(seed=default_seed):
return m return m
<<<<<<< HEAD
def GPLVM_oil_100(optimize=True): def GPLVM_oil_100(optimize=True):
data = GPy.util.datasets.oil_100() data = GPy.util.datasets.oil_100()
# create simple GP model # create simple GP model
kernel = GPy.kern.rbf(6, ARD = True) + GPy.kern.bias(6) kernel = GPy.kern.rbf(6, ARD = True) + GPy.kern.bias(6)
m = GPy.models.GPLVM(data['X'], 6, kernel=kernel) m = GPy.models.GPLVM(data['X'], 6, kernel=kernel)
=======
def GPLVM_oil_100(optimize=True, M=15):
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)
>>>>>>> f6b98160a7c0ace6ca5f795aeb878d30b8aaf6a4
m.data_labels = data['Y'].argmax(axis=1) m.data_labels = data['Y'].argmax(axis=1)
# optimize # optimize