apunkt/GPy
1
0
Fork 0
mirror of https://github.com/SheffieldML/GPy.git synced 2026-05-18 13:55:14 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions

fixed bug in SGD

Browse source
This commit is contained in:
Nicolo Fusi 2013-01-31 14:33:34 +00:00
parent be8417315c
commit 4c963d1a67
1 changed files with 1 additions and 1 deletions
Download patch file Download diff file Expand all files Collapse all files

2
GPy/inference/SGD.py
View file

@ -159,6 +159,7 @@ class opt_SGD(Optimizer):
missing_data = self.check_for_missing(self.model.Y) missing_data = self.check_for_missing(self.model.Y)
self.model.Youter = None # this is probably not very efficient self.model.Youter = None # this is probably not very efficient
self.model.YYT = None self.model.YYT = None
step = np.zeros_like(self.model._get_params())
for it in range(self.iterations): for it in range(self.iterations):
if it == 0 or self.self_paced is False: if it == 0 or self.self_paced is False:
@ -168,7 +169,6 @@ class opt_SGD(Optimizer):
b = len(features)/self.batch_size b = len(features)/self.batch_size
features = [features[i::b] for i in range(b)] features = [features[i::b] for i in range(b)]
step = np.zeros_like(self.model._get_params())
LL = [] LL = []
count = 0 count = 0