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fixed printing, some example
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6d64559f1f
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2 changed files with 5 additions and 2 deletions
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@ -316,7 +316,10 @@ class model(parameterised):
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def __str__(self):
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s = parameterised.__str__(self).split('\n')
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# add priors to the string
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strs = [str(p) if p is not None else '' for p in self.priors]
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if self.priors is not None:
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strs = [str(p) if p is not None else '' for p in self.priors]
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else:
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strs = ['']*len(self._get_params())
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width = np.array(max([len(p) for p in strs] + [5])) + 4
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log_like = self.log_likelihood()
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@ -275,7 +275,7 @@ def sparse_GP_regression_1D(N = 400, M = 5, max_nb_eval_optim=100):
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# create simple GP model
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m = GPy.models.sparse_GP_regression(X, Y, kernel, M=M)
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m.constrain_positive('(variance|lengthscale|precision)')
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m.ensure_default_constraints()
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m.checkgrad(verbose=1)
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m.optimize('tnc', messages = 1, max_f_eval=max_nb_eval_optim)
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