ConfigSpace
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Allow to sample Lists of Hyperparameters
As a automl-developer I want to to create a network with n layers of different with. Currently I cannot sample the with easily, I have to create an extra entry for each layer. To make my life easier I would like to sample a list of Hyperparameters like so:
"layer_width": List(Integer("layer_width", (10, 100)), length=100)
It would be even better if the length could be dynamically adjusted, depending on another Hyperparameter.