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Based on class documentation, GCNCon should compute $$X' = \hat D^{-1/2} \hat A \hat D^{-1/2} X W + b$$
GCNCon
However, the implementation in call computes the following: $$X' = A X W + b$$
call
based on line 100-103 in spektral/layers/convolutional/gcn_conv.py, copied below
spektral/layers/convolutional/gcn_conv.py
output = K.dot(x, self.kernel) output = ops.modal_dot(a, output) if self.use_bias: output = K.bias_add(output, self.bias)
The text was updated successfully, but these errors were encountered:
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Based on class documentation,
$$X' = \hat D^{-1/2} \hat A \hat D^{-1/2} X W + b$$
GCNCon
should computeHowever, the implementation in
$$X' = A X W + b$$
call
computes the following:based on line 100-103 in
spektral/layers/convolutional/gcn_conv.py
, copied belowThe text was updated successfully, but these errors were encountered: