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fix ssmrd simulation demo

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This commit is contained in:
Zhenwen Dai 2014-10-21 19:32:14 +01:00
parent 1142b17790
commit 0ad7259b04
1 changed files with 2 additions and 2 deletions
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4
GPy/examples/dimensionality_reduction.py
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@ -436,8 +436,8 @@ def ssmrd_simulation(optimize=True, verbose=True, plot=True, plot_sim=True, **kw
_, _, Ylist = _simulate_sincos(D1, D2, D3, N, num_inducing, Q, plot_sim) _, _, Ylist = _simulate_sincos(D1, D2, D3, N, num_inducing, Q, plot_sim)
#Ylist = [Ylist[0]] #Ylist = [Ylist[0]]
k = kern.RBF(Q, ARD=True) ks = [kern.RBF(Q, ARD=True) for i in xrange(3)]
m = SSMRD(Ylist, input_dim=Q, num_inducing=num_inducing, kernel=k, initx="PCA_concat", initz='permute', **kw) m = SSMRD(Ylist, input_dim=Q, num_inducing=num_inducing, kernels=ks, initx="PCA_concat", initz='permute', **kw)
m['.*noise'] = [Y.var()/40. for Y in Ylist] m['.*noise'] = [Y.var()/40. for Y in Ylist]