[statespace] omg

This commit is contained in:
mzwiessele 2016-04-22 12:05:27 +01:00
parent 93778ebda2
commit cf8b474d59

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@ -208,11 +208,11 @@ class StateSpaceKernelsTests(np.testing.TestCase):
X.shape = (X.shape[0],1); Y.shape = (Y.shape[0],1) X.shape = (X.shape[0],1); Y.shape = (Y.shape[0],1)
def get_new_kernels(): def get_new_kernels():
ss_kernel = GPy.kern.sde_Linear(1, X, variances=.5) + GPy.kern.sde_StdPeriodic(1, period=5.0, variance=300, lengthscale=3.5, active_dims=[0,]) ss_kernel = GPy.kern.sde_Linear(1, X, variances=1) + GPy.kern.sde_StdPeriodic(1, period=5.0, variance=300, lengthscale=3, active_dims=[0,])
#ss_kernel.std_periodic.lengthscale.constrain_bounded(0.25, 1000) #ss_kernel.std_periodic.lengthscale.constrain_bounded(0.25, 1000)
#ss_kernel.std_periodic.period.constrain_bounded(3, 8) #ss_kernel.std_periodic.period.constrain_bounded(3, 8)
gp_kernel = GPy.kern.Linear(1, variances=.5) + GPy.kern.StdPeriodic(1, period=5.0, variance=300, lengthscale=3.5, active_dims=[0,]) gp_kernel = GPy.kern.Linear(1, variances=1) + GPy.kern.StdPeriodic(1, period=5.0, variance=300, lengthscale=3, active_dims=[0,])
#gp_kernel.std_periodic.lengthscale.constrain_bounded(0.25, 1000) #gp_kernel.std_periodic.lengthscale.constrain_bounded(0.25, 1000)
#gp_kernel.std_periodic.period.constrain_bounded(3, 8) #gp_kernel.std_periodic.period.constrain_bounded(3, 8)