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Add runable script to perform the complete experiment done in the PGDL competition #1

@Emiller00

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@Emiller00

As of 12/28/2024, this repository contains the following:

  • A script with functions to compute the margin distribution for a converted model from the PGDL competition
  • A script with a class that will base its architecture and weights on a model from the PGDL competition.
    • Note that this is not a general tensorflow to pytorch converter , but could be adapted to one pretty easily.
  • A script that will, given a path to the code and models from the PGDL competition, convert the models of task1_v4 from Tensorflow to Pytorch.

We need a script to be able use the converted models to replicate the margin distribution and confirm the replications. This will require a new script and an update to the README file.

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