The following lines of computation involving either v_weight or e_weight are not found in the paper:
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In line 53: v = v * self.v_weight * v_fac
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In line 57: ve = ( ve * self.v_weight ) [ self.args.paper_author [ :, 0 ] ]
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In line 68: ev_vtx = ( ev * self.e_weight ) [ self.args.paper_author [ :, 1 ] ]