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merge devel into mrd > transformations added

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Max Zwiessele 2013-05-02 16:40:39 +01:00
commit 83bde47d55
11 changed files with 273 additions and 269 deletions
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GPy/examples/dimensionality_reduction.py
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@ -182,7 +182,8 @@ def bgplvm_simulation_matlab_compare():
from GPy.models import mrd
from GPy import kern
reload(mrd); reload(kern)
k = kern.rbf(Q, ARD=True) + kern.bias(Q, np.exp(-2)) + kern.white(Q, np.exp(-2))
#k = kern.rbf(Q, ARD=True) + kern.bias(Q, np.exp(-2)) + kern.white(Q, np.exp(-2))
k = kern.linear(Q, ARD=True) + kern.bias(Q, np.exp(-2)) + kern.white(Q, np.exp(-2))
m = Bayesian_GPLVM(Y, Q, init="PCA", M=M, kernel=k,
# X=mu,
# X_variance=S,