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Remove unnecessary dependencies #301

@mpvanderschelling

Description

@mpvanderschelling

The problem

The package has some dependencies that are not part of the functionalities of the code:

  • matplotlib: there is no need to put this as a dependency, since there is not plotting functionality in f3dasm
  • salib: this should not be part of the core package, but an implemented port to a sampling library (just as optuna)
  • scipy: same as salib, but for an optimizer

To think about:
do we need xarray dependency?
can hydra be optional?

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