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Implement stopping criteria for optimisation loop #26

@lukethehuman

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@lukethehuman

Currently, the optimisation loop is set to run for a set length of time.

Implement the option to choose a combination of stopping criteria including (but not necessarily limited to) the following:

  • Max iterations
  • Sufficient value of loss function on last iteration
  • Sufficiently low gradient of loss function wrt recent iterations

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