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added domain matching in set_prior

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Max Zwiessele 2013-06-04 17:12:17 +01:00
parent e02804a671
commit 3546650d15
1 changed files with 5 additions and 3 deletions
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8
GPy/core/model.py
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@ -14,6 +14,7 @@ import priors
import re
import sys
import pdb
from GPy.core.domains import POSITIVE, REAL
# import numdifftools as ndt
class model(parameterised):
@ -66,8 +67,9 @@ class model(parameterised):
# check constraints are okay
if isinstance(what, (priors.gamma, priors.inverse_gamma, priors.log_Gaussian)):
constrained_positive_indices = [i for i, t in zip(self.constrained_indices, self.constraints) if t.domain == 'positive']
if what.domain is POSITIVE:
constrained_positive_indices = [i for i, t in zip(self.constrained_indices, self.constraints) if t.domain == POSITIVE]
if len(constrained_positive_indices):
constrained_positive_indices = np.hstack(constrained_positive_indices)
else:
@ -80,7 +82,7 @@ class model(parameterised):
print '\n'.join([n for i, n in enumerate(self._get_param_names()) if i in unconst])
print '\n'
self.constrain_positive(unconst)
elif isinstance(what, priors.Gaussian):
elif what.domain is REAL:
assert not np.any(which[:, None] == self.all_constrained_indices()), "constraint and prior incompatible"
else:
raise ValueError, "prior not recognised"