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combination slices full now, independent output kernel

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Max Zwiessele 2014-03-13 09:07:27 +00:00
parent 8f7d8537b7
commit eb8b2c8b47
2 changed files with 18 additions and 17 deletions
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3
GPy/kern/_src/kern.py
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@ -195,7 +195,8 @@ class Kern(Parameterized):
class CombinationKernel(Kern):
def __init__(self, kernels, name):
assert all([isinstance(k, Kern) for k in kernels])
input_dim = reduce(np.union1d, (x.active_dims for x in kernels))
ma = reduce(lambda a,b: max(a, max(b)), (x.active_dims for x in kernels), 0)
input_dim = np.r_[0:ma+1]
super(CombinationKernel, self).__init__(input_dim, name)
self.add_parameters(*kernels)