switch input_sensitivity function to model

This commit is contained in:
Zhenwen Dai 2014-03-04 14:25:11 +00:00
parent 0f37cc721b
commit b9dcb7f640
4 changed files with 14 additions and 2 deletions

View file

@ -66,6 +66,12 @@ class SSGPLVM(SparseGP):
# update for the KL divergence
self.variational_prior.update_gradients_KL(self.X)
def input_sensitivity(self):
if self.kern.ARD:
return self.kern.input_sensitivity()
else:
return self.variational_prior.pi
def plot_latent(self, plot_inducing=True, *args, **kwargs):
import sys
assert "matplotlib" in sys.modules, "matplotlib package has not been imported."