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mrd_sim stable and deprecated

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Max Zwiessele 2013-09-03 10:07:03 +01:00
parent b42a6da835
commit 2558418b08
1 changed files with 2 additions and 2 deletions
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4
GPy/examples/dimensionality_reduction.py
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@ -298,7 +298,7 @@ def bgplvm_simulation(optimize='scg',
return m return m
def mrd_simulation(optimize=True, plot=True, plot_sim=True, **kw): def mrd_simulation(optimize=True, plot=True, plot_sim=True, **kw):
D1, D2, D3, N, num_inducing, Q = 30, 10, 15, 60, 3, 10 D1, D2, D3, N, num_inducing, Q = 60, 20, 36, 60, 6, 5
slist, Slist, Ylist = _simulate_sincos(D1, D2, D3, N, num_inducing, Q, plot_sim) slist, Slist, Ylist = _simulate_sincos(D1, D2, D3, N, num_inducing, Q, plot_sim)
likelihood_list = [Gaussian(x, normalize=True) for x in Ylist] likelihood_list = [Gaussian(x, normalize=True) for x in Ylist]
@ -321,7 +321,7 @@ def mrd_simulation(optimize=True, plot=True, plot_sim=True, **kw):
if optimize: if optimize:
print "Optimizing Model:" print "Optimizing Model:"
m.optimize(messages=1, max_iters=8e3, max_f_eval=8e3, gtol=.1) m.optimize(messages=1, max_iters=8e3, gtol=.1)
if plot: if plot:
m.plot_X_1d("MRD Latent Space 1D") m.plot_X_1d("MRD Latent Space 1D")
m.plot_scales("MRD Scales") m.plot_scales("MRD Scales")