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rbf and white seem to work

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This commit is contained in:
James Hensman 2014-02-19 15:00:48 +00:00
parent 89e216b6a6
commit 20f02a80b4
45 changed files with 737 additions and 954 deletions
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6
GPy/models/mrd.py
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@ -7,7 +7,7 @@ from GPy.util.linalg import PCA
import numpy
import itertools
import pylab
from GPy.kern.kern import kern
from GPy.kern.kern import Kern
from GPy.models.bayesian_gplvm import BayesianGPLVM
class MRD(Model):
@ -48,11 +48,11 @@ class MRD(Model):
# sort out the kernels
if kernels is None:
kernels = [None] * len(likelihood_or_Y_list)
elif isinstance(kernels, kern):
elif isinstance(kernels, Kern):
kernels = [kernels.copy() for i in range(len(likelihood_or_Y_list))]
else:
assert len(kernels) == len(likelihood_or_Y_list), "need one kernel per output"
assert all([isinstance(k, kern) for k in kernels]), "invalid kernel object detected!"
assert all([isinstance(k, Kern) for k in kernels]), "invalid kernel object detected!"
assert not ('kernel' in kw), "pass kernels through `kernels` argument"
self.input_dim = input_dim