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active_dims as extra parameter for kernels, it tells which input dimensions to work on

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Max Zwiessele 2014-03-14 09:18:08 +00:00
parent 328e0124c7
commit efcce6d0af
12 changed files with 73 additions and 59 deletions
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4
GPy/kern/_src/coregionalize.py
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@ -34,8 +34,8 @@ class Coregionalize(Kern):
.. note: see coregionalization examples in GPy.examples.regression for some usage.
"""
def __init__(self, input_dim, output_dim, rank=1, W=None, kappa=None, name='coregion'):
super(Coregionalize, self).__init__(input_dim, name=name)
def __init__(self, input_dim, output_dim, rank=1, W=None, kappa=None, active_dims=None, name='coregion'):
super(Coregionalize, self).__init__(input_dim, active_dims, name=name)
self.output_dim = output_dim
self.rank = rank
if self.rank>output_dim: