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[API] folder structure and taxonomy for optimization algorithms #126

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@fkiraly

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@fkiraly

Following up on discussion from #121.

Mid-term, what should the folder structure for optimizations algorithm be? Including cases such as:

  • the same algorithm coming from two packages (third party), potentially with different parameterization
  • multiple algorithms from the same package, e.g., gfo

There are different taxonomies that one can apply here, two discussed were:

  • semantic or algorithm type based, e.g., group multiple grid searches in one place
  • dependency based, e.g., group all algos from gfo in one place

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