From 0ad7259b040dc63dcf9be199c08d0509d009bc05 Mon Sep 17 00:00:00 2001 From: Zhenwen Dai Date: Tue, 21 Oct 2014 19:32:14 +0100 Subject: [PATCH] fix ssmrd simulation demo --- GPy/examples/dimensionality_reduction.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/GPy/examples/dimensionality_reduction.py b/GPy/examples/dimensionality_reduction.py index 50967835..2f95ebff 100644 --- a/GPy/examples/dimensionality_reduction.py +++ b/GPy/examples/dimensionality_reduction.py @@ -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 = [Ylist[0]] - k = kern.RBF(Q, ARD=True) - m = SSMRD(Ylist, input_dim=Q, num_inducing=num_inducing, kernel=k, initx="PCA_concat", initz='permute', **kw) + ks = [kern.RBF(Q, ARD=True) for i in xrange(3)] + 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]