apunkt/GPy
1
0
Fork 0
mirror of https://github.com/SheffieldML/GPy.git synced 2026-05-09 12:02:38 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions

add trigger update to set_{X,Y,Z}

Browse source
This commit is contained in:
Zhenwen Dai 2015-03-13 09:47:36 +00:00
parent c6cf0bc121
commit 7f30fef698
2 changed files with 12 additions and 12 deletions
Download patch file Download diff file Expand all files Collapse all files

8
GPy/core/sparse_gp.py
View file

@ -63,14 +63,14 @@ class SparseGP(GP):
def has_uncertain_inputs(self):
return isinstance(self.X, VariationalPosterior)
def set_Z(self, Z):
self.update_model(False)
def set_Z(self, Z, trigger_update=True):
if trigger_update: self.update_model(False)
self.unlink_parameter(self.Z)
from ..core import Param
self.Z = Param('inducing inputs',Z)
self.link_parameter(self.Z, index=0)
self.update_model(True)
self._trigger_params_changed()
if trigger_update: self.update_model(True)
if trigger_update: self._trigger_params_changed()
def parameters_changed(self):
self.posterior, self._log_marginal_likelihood, self.grad_dict = self.inference_method.inference(self.kern, self.X, self.Z, self.likelihood, self.Y, self.Y_metadata)