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Improve grid generation #207

@mfeurer

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@mfeurer

The method added in #142 has two drawbacks that can become a limiting factor:

  1. It generates all configurations at once. Instead it should be a generator.
  2. It does not delegate generating the legal values of a hyperparameter to the respective hyperparameter class. This will make it not pick up on new hyperparameters which can be added.

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