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include verbosity #7

@ralfbanisch

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@ralfbanisch

Our algorithms should be a bit more verbose - at least there should be an option for them to be verbose!

For example, if we use automatic epsilon detection then I think a reasonable output prompt would be

''epsilon is tuned tue to BGH method.
optimal epsilon value found is 0.0625.
estimated intrinsic dimension is d = 3."

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