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Early stop

Vladimír Višňovský requested to merge early_stop into master

Addresses issue #9. A flag has been added to specify early stopping callback. Three options can be selected in training process:

  • don't use early stopping callback (which is default)
  • use early stopping callback with default parameters
  • use custom early stopping callback object with user-customised parameters

Examples have been provided in asmsa.ipynb file

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