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Refurbished ex1

Matthias Komm requested to merge refurbished_ex1 into master

Refurbished ex 1 to work on CERN SWAN

  • some imports have been removed and/or moved to their first usage
  • some plots have been added; eg. loss vs iteration
  • minor text edits

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