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Early stopping improvements

What does this implement or fix?

  • Add min_epochs parameter to deep_learn to specify the minimum number of epochs before early stopping
  • Change max_epoch parameter of deep_learn to max_epochs
  • Update simple example to add min_epochs
  • Clean up docstring and examples

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