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added gplbm and sparse gp to new parameterized structure

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Max Zwiessele 2013-11-06 11:40:54 +00:00
parent c8eac84d55
commit 3316d29341
13 changed files with 106 additions and 96 deletions
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5
GPy/examples/dimensionality_reduction.py
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@ -46,7 +46,7 @@ def BGPLVM(seed=default_seed):
return m
def GPLVM_oil_100(optimize=True):
def GPLVM_oil_100(optimize=True, plot=True):
data = GPy.util.datasets.oil_100()
Y = data['X']
@ -61,7 +61,8 @@ def GPLVM_oil_100(optimize=True):
# plot
print(m)
m.plot_latent(labels=m.data_labels)
if plot:
m.plot_latent(labels=m.data_labels)
return m
def sparseGPLVM_oil(optimize=True, N=100, input_dim=6, num_inducing=15, max_iters=50):