From ca9f9b43d652df3689cf58d8cfa34bbb6ec2a970 Mon Sep 17 00:00:00 2001 From: Ricardo Date: Wed, 5 Jun 2013 18:57:26 +0100 Subject: [PATCH] FITC example: bound for lengthscale --- GPy/examples/classification.py | 1 + 1 file changed, 1 insertion(+) diff --git a/GPy/examples/classification.py b/GPy/examples/classification.py index d6f6cad9..4f1a4ebc 100644 --- a/GPy/examples/classification.py +++ b/GPy/examples/classification.py @@ -162,6 +162,7 @@ def FITC_crescent_data(num_inducing=10, seed=default_seed): Y[Y.flatten()==-1]=0 m = GPy.models.FITCClassification(data['X'], Y,num_inducing=num_inducing) + m.constrain_bounded('.*len',1.,1e3) m.ensure_default_constraints() m['.*len'] = 3. #m.update_likelihood_approximation()