apunkt/GPy
1
0
Fork 0
mirror of https://github.com/SheffieldML/GPy.git synced 2026-06-05 14:55:15 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions

small changes

Browse source
This commit is contained in:
Ricardo Andrade 2013-03-27 15:05:50 +00:00
parent 942e00d9a9
commit 67d3ba6700
1 changed files with 6 additions and 6 deletions
Download patch file Download diff file Expand all files Collapse all files

12
GPy/examples/fitc_class_01.py
View file

@ -11,15 +11,15 @@ Simple 1D classification example
"""
seed=10000
data = GPy.util.datasets.toy_linear_1d_classification(seed=seed)
X = data['X']
Y = data['Y'][:, 0:1]
Y[Y == -1] = 0
#data = GPy.util.datasets.toy_linear_1d_classification(seed=seed)
#X = data['X']
#Y = data['Y'][:, 0:1]
#Y[Y == -1] = 0
#X = np.vstack((np.random.uniform(0,10,(10,1)),np.random.uniform(7,17,(10,1)),np.random.uniform(15,25,(10,1))))
#Y = np.vstack((np.zeros((10,1)),np.ones((10,1)),np.zeros((10,1))))
X = np.vstack((np.random.uniform(0,10,(10,1)),np.random.uniform(7,17,(10,1)),np.random.uniform(15,25,(10,1))))
Y = np.vstack((np.zeros((10,1)),np.ones((10,1)),np.zeros((10,1))))
# Kernel object
kernel = GPy.kern.rbf(1) + GPy.kern.white(1)