gcomdepool

Transforms a 3d Vector (-1,gs,param) into a 4d vector (-1,gs,c,paramo) using a Dense Layer. It respects Graph Permutation Symmetry by simply transforming each Feauture Vector into a List of c Feature Vectors

Arguments

  • gs: The initial Number of Nodes of the Graph (Graph Size)
  • param: The initial Number of Features for each node
  • paramo: The Number of Features each Outputvector should have
  • c=2: The Factor by which to increase gs
  • metrik_init=glorot_uniform: The Transformation initializer to go from little Feature Vector to output Vectors
  • learnable=True: Shall the Transformation be learnable