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This is the code used to work out whether or not topological ordering is preserved by an autoencoder

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autoencoder-som-topological-ordering-preservation

This is the code used to work out whether or not topological ordering is preserved by an autoencoder

To run, you have to compile the pyx file first

python3 compile.py build_ext --inplace

Then run

python mnist-dataset.py

There are a whole bunch of depenencies required. The following is an incomplete list of them

  • tensorflow 2.0
  • matplotlib
  • cython
  • minisom
  • numpy

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This is the code used to work out whether or not topological ordering is preserved by an autoencoder

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