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FITC example: bound for lengthscale

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Ricardo 2013-06-05 18:57:26 +01:00
parent d4e300b1a2
commit ca9f9b43d6
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GPy/examples/classification.py
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@ -162,6 +162,7 @@ def FITC_crescent_data(num_inducing=10, seed=default_seed):
Y[Y.flatten()==-1]=0 Y[Y.flatten()==-1]=0
m = GPy.models.FITCClassification(data['X'], Y,num_inducing=num_inducing) m = GPy.models.FITCClassification(data['X'], Y,num_inducing=num_inducing)
m.constrain_bounded('.*len',1.,1e3)
m.ensure_default_constraints() m.ensure_default_constraints()
m['.*len'] = 3. m['.*len'] = 3.
#m.update_likelihood_approximation() #m.update_likelihood_approximation()