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Fixed missing include and introduced a kernel check #9

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Merged
adamian merged 2 commits into from
Dec 24, 2017
Merged

Fixed missing include and introduced a kernel check #9

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4358184
Fix a missing include for ObservedMRDLayer
vcuculo Dec 21, 2017
35b92bf
Include kernel check for MRD
vcuculo Dec 21, 2017
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3 changes: 2 additions & 1 deletion deepgp/layers/mrd.py
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Original file line number Diff line number Diff line change
Expand Up @@ -108,8 +108,9 @@ def __init__(self, dim_down, dim_up, likelihood, MLP_dims=None, X=None, X_varian

#assert back_constraint
self.uncertain_inputs = uncertain_inputs
Y = self.Y if self.layer_lower is None else self.layer_lower.X
Y = self.Y if self.layer_lower is None else self.layer_lower.X
assert isinstance(dim_down, list) or isinstance(dim_down, tuple)
assert isinstance(kernel, list) and len(kernel)==len(dim_down), "The number of kernels has to be equal to the number of input modalities!"
super(MRDLayer, self).__init__(name=name)
self.mpi_comm, self.mpi_root = mpi_comm, mpi_root

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2 changes: 1 addition & 1 deletion deepgp/models/model.py
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Expand Up @@ -8,7 +8,7 @@
from GPy import Model,likelihoods
from GPy.core.parameterization.variational import VariationalPosterior,\
NormalPosterior
from ..layers import ObservedLayer, HiddenLayer, TopHiddenLayer
from ..layers import ObservedLayer, ObservedMRDLayer, HiddenLayer, TopHiddenLayer

class DeepGP(Model):

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