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Allow drop-in stopping criteria function #24

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@joshdevins

Right now we just support iteration number, and convergence as stopping criteria. This could be any function (in theory) including something like APA if the user is only concerned with stopping after the ranks are unchanged between iterations. Consider porting @maxjakob 's APA in here as a plugin option.

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