/usr/lib/python2.7/dist-packages/pymc/tests/test_observation.py is in python-pymc 2.2+ds-1.1.
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | from numpy.testing import *
from pymc.gp import *
from .test_mean import M, x
from .test_cov import C
from numpy import *
from copy import copy
M = copy(M)
C = copy(C)
# Impose observations on the GP
class test_observation(TestCase):
def test(self):
obs_x = array([-.5,.5])
V = array([.002,.002])
data = array([3.1, 2.9])
observe(M=M,
C=C,
obs_mesh=obs_x,
obs_V = V,
obs_vals = data)
# Generate realizations
for i in range(3):
f = Realization(M, C)
f(x)
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