shukon

I suppose it's difficult to determine the *bad value* - or do you have an idea for that? In that case I could add them to runhistory with status `CRASHED`....

While this is not a critical bug by any means, it is annoying. To elaborate a little, reproduce: ``` $ pip install --upgrade matplotlib pillow sphinx sphinx-gallery sphinx_rtd_theme $ cd...

This looks like a great start to me I see the following issues in the current version: - [ ] the example should include the budget in a meaningful way...

> I think that I don't understand some of your points because (for example) I don't know which example you are talking about. The jupyter notebook is not using such...

sklearns MDS does not provide a `transform`-method, though there is an open PR: https://github.com/scikit-learn/scikit-learn/pull/9834 I could try to work on the open PR in sklearn to fix this, but I...

So looking further into this yielded a more fundamental problem. The MDS-algorithm reduces dimensionality by shifting points around iteratively until the distances show more or less the same distance-matrix as...

Hi @AlanHassen 1. Indeed CAVE uses the default configurations of the pimp package. It's executed [here](https://github.com/automl/CAVE/blob/f605e4f7b2a42896c047386b124c6f0c0d1b6086/cave/analyzer/parameter_importance/base_parameter_importance.py#L46), where pimp is initialized [here](https://github.com/automl/CAVE/blob/f605e4f7b2a42896c047386b124c6f0c0d1b6086/cave/reader/configurator_run.py#L221-L230). At this point, it is not on the roadmap,...

In addition, `get_hyperparameters()` is not purely alphabetical, but also based on conditions. So whenever using external sorting, make sure to check against the actual `ConfigurationSpace`-object...

It is now possible to pass a `pandas.DataFrame` as `X`-argument, where columns are expected to match the hyperparameter names, see #99

Well, it shouldn't be that complicated to at least put the mixed plots to semilog if adequate...