MPNN_sparse.py

1 F821: undefined name 'aggr_index'
- 109 message = torch.sparse.sum(msgs, aggr_index).to_dense()
18 W293: blank line contains whitespace
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8 E501: line too long (80 > 79 characters) (and 5 similar)
- Line too long (80 > 79 characters):
  81 x = torch.cat([x, degrees], -1) if self.retain_features else degrees
- Line too long (104 > 79 characters):
  85 out = self.update_fn((1 + self.eps) * self_msg + self.propagate(edge_index=edge_index, x=x))
- Line too long (96 > 79 characters):
  87 out = self.update_fn(torch.cat((x, self.propagate(edge_index=edge_index, x=x)), -1))
- Line too long (85 > 79 characters):
  97 edge_index_i, edge_index_j = edge_index[select, :], edge_index[1 - select, :]
- Line too long (104 > 79 characters):
  101 msgs = torch.sparse.FloatTensor(edge_index, msgs, torch.Size([n_nodes, n_nodes, msgs.shape[1]]))
- Line too long (106 > 79 characters):
  113 raise NotImplementedError("Aggregation kind {} is not currently supported.".format(self.aggr))
- Line too long (106 > 79 characters):
  124 raise NotImplementedError("Message kind {} is not currently supported.".format(self.msg_kind))
- Line too long (109 > 79 characters):
  128 return '{}(msg_fn = {}, update_fn = {})'.format(self.__class__.__name__, self.msg_fn, self.update_fn)
2 W291: trailing whitespace
- 85 out = self.update_fn((1 + self.eps) * self_msg + self.propagate(edge_index=edge_index, x=x))
- 93 select = 0 if self.flow == 'target_to_source' else 1
1 E225: missing whitespace around operator
- 108 degrees[degrees==0.0] = 1.0
1 E302: expected 2 blank lines, found 1
- 7 class MPNN_sparse(nn.Module):
1 W391: blank line at end of file
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