Tim Ruhkopf

[FEATURE] validate & simplify hyperparameter space

4

**Is your feature request related to a problem? Please describe.** When writing the Models into the interface, the hyperparameter space is tedious. **Describe the solution you'd like** To validate that...

[Leveraging Trust for Joint Multi-Objective and Multi-Fidelity Optimization](https://arxiv.org/abs/2112.13901) implements an acquisition function for joint multi-objective multi-fidelity optimization. It is implemented in [BOTorch](https://botorch.org/tutorials/Multi_objective_multi_fidelity_BO) with a nice tutorial. This could be an...

Parallel Coordinates Permutations

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Is there a sensible way to reorder columns to make the depiction more orderly?

Parallel Coordinates

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Colouring based on Configclusters (using e.g. HDBSCAN, which also allows having "noisy observations" with no affiliation)? The clusters could create a base color which's color shading is determined by the...

Added warm-starting documentation example (didn't warrant its own advanced_usage example) It is super simple and would only add unnecessary code.

[feature] #1191 is trained property to indicate the state of the model.

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#1191